From a GTIN, Central checks capacity in litres, material, induction compatibility, oven-safe limit, dishwasher safety, accessories included, and warranty period — with sources attached.
They're built on the values buyers actually filter for. Capacity in litres, material, induction compatibility, oven-safe limit, dishwasher safety, accessories included, warranty period, care guide.
Your supplier row has a title, GTIN, and brand. Every other field is empty, vague, or buried inside a care PDF you never imported.
| A | B | C | D | E | F | G | H | I | |
|---|---|---|---|---|---|---|---|---|---|
| 1 | SKU | Title | GTIN | Brand | Capacity (L) | Material | Induction | Oven-safe | Care guide |
| 2 | 5KSM150PS | KitchenAid Artisan… | 5413184941239 | KitchenAid | |||||
| 3 | LC-RO26-CRZ | Le Creuset Round 26… | 0024147300267 | Le Creuset | |||||
| 4 | TSF01CREU | Smeg 50s Style Toas… | 8017709154721 | Smeg | |||||
| 5 | EC685M | De'Longhi Dedica Es… | 8004399331303 | De'Longhi | |||||
| 6 | CS5200-XL | Magimix Cuisine Sys… | 3519310187008 | Magimix | |||||
| 7 | MUM5XW40 | Bosch MUM5 Series… | 4242002851464 | Bosch |
The data buyers, marketplaces, Google, and AI shopping agents all rely on for cookware. Each field comes back with the source, confidence, and review state attached — no rounding, no invention.
Each job ships a verified output, not a draft. Sources attached, confidence per fact, marketing hype refused.
Stop publishing "large capacity". Central pins each value to litres and servings — so the buyer comparing a 4.8 L mixer with a 6.9 L mixer sees the difference, not the marketing copy.
"Works on all hobs" isn't a field. Central reads the base material and any magnetic-base certification, then publishes induction-compatible · yes / no with the source.
"Oven-safe" without a number is useless. Central pulls the exact temperature ceiling from the care guide or manual and publishes it per part — bowl, lid, handle.
The bowl is dishwasher-safe. The motor base isn't. The dough hook is. The pouring shield isn't. Central narrows the claim to the exact part, with the manual cited.
No more returns from "I thought the dough hook was included." Central reads the box image, the manual, and the brand page — and lists attachments, accessories, and care kit explicitly.
"Lifetime warranty." "Professional-grade." "Restaurant-quality." Held, narrowed, or removed until the regional warranty page, certification, or commercial-rating spec can prove them.
The same KitchenAid Artisan. Sparse supplier import on the left. The Central record on the right — grouped by category, every fact cited, every hype claim held.
The same 5KSM150PS record adapts into Google Merchant Center fields, ChatGPT Shopping JSON, and a Westwing custom feed — each tuned to its destination's character limits and field rules.
<item> <g:gtin>5413184941239</g:gtin> <title>KitchenAid Artisan 5KSM150PS, 4.8 L Stand Mixer, Empire Red</title> <g:google_product_category>2901</g:google_product_category> <g:product_highlight>4.8 L polished stainless bowl, 9 servings</g:product_highlight> <g:product_highlight>300 W direct-drive motor, 10 speeds</g:product_highlight> <g:product_highlight>Whisk, flat beater, and dough hook included</g:product_highlight> <g:product_highlight>5-year EU warranty, replacement parts available</g:product_highlight> <!-- Central adds structured product_detail blocks --> <g:product_detail> <g:section_name>Capacity & power</g:section_name> <g:attribute_name>Bowl capacity</g:attribute_name> <g:attribute_value>4.8 L</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Materials</g:section_name> <g:attribute_name>Bowl material</g:attribute_name> <g:attribute_value>Polished stainless steel</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Compatibility</g:section_name> <g:attribute_name>Oven-safe limit</g:attribute_name> <g:attribute_value>130°C (bowl only)</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Warranty</g:section_name> <g:attribute_name>EU warranty</g:attribute_name> <g:attribute_value>5 years</g:attribute_value> </g:product_detail> </item>
{
"name": "KitchenAid Artisan 5KSM150PS",
"gtin": "5413184941239",
"key_specs": {
"capacity_l": 4.8,
"material": "stainless steel",
"oven_safe_c": 130,
"induction": "n/a",
"warranty_years": 5
},
"confidence": 0.94,
"sources_count": 13
}
Yes. Central reads the base material and any magnetic-base certification, then publishes induction-compatible as a verified yes / no — not a guess from the marketing copy. Pots and pans with non-magnetic bases (pure aluminum, copper, glass) are marked not induction-compatible with the source attached.
The exact temperature ceiling is pulled from the care guide or manual and published per part — bowl, lid, handle, attachments. If the brand only publishes "oven-safe" without a number, the claim is held for review. Central never rounds up.
Dishwasher safety is always narrowed to the part. The stainless bowl is dishwasher-safe; the motor base is not; the dough hook is; a wooden spoon attachment isn't. Each part inherits the manual's explicit guidance, with the source cited on the record.
Central tracks regional warranty separately — EU two-year statutory, US one-year limited, manufacturer extensions. Discontinued models stay enriched if sources still exist; otherwise fields are flagged as last verified with the date. "Lifetime warranty" claims are held until the regional warranty page confirms them.
Native: Google Merchant Center, Bing Merchant Center, ChatGPT Shopping, Perplexity Shopping. Any other destination (Amazon, Westwing, Manufactum, Shopify metafields, MediaMarkt) is custom-feed-ready from the same canonical record.