From a SKU, Central checks voltage, torque (Nm), drilling capacity per material, battery platform compatibility, brushless motor, weight, noise dB(A), and warranty — with sources attached.
They're built on the values pro buyers actually filter for. Voltage, torque in Nm, battery platform, drilling capacity per material, brushless or brushed, weight, noise dB(A), warranty.
Your supplier row has the first four columns. Every other field is empty, vague, or copied from a marketing bullet that won't pass a trades buyer.
| A | B | C | D | E | F | G | H | I | |
|---|---|---|---|---|---|---|---|---|---|
| 1 | SKU | Title | GTIN | Brand | Voltage | Torque | Battery platform | Capacity | Warranty |
| 2 | DCD796N | DeWalt 18V Combi… | 5035048601099 | DeWalt | |||||
| 3 | DTD152Z | Makita 18V Impa… | 0088381804813 | Makita | |||||
| 4 | GEX-18V-125 | Bosch Pro Sander… | 3165140876377 | Bosch Pro | |||||
| 5 | TS-55-FEBQ | Festool Circ Saw… | 4014549316320 | Festool | |||||
| 6 | M18-FJS-0 | Milwaukee Jigsaw… | 4058546234317 | Milwaukee | |||||
| 7 | TE-30-A36 | Hilti Rotary Ham… | 4012396192117 | Hilti |
The data trades buyers, marketplaces, Google, and AI shopping agents all rely on. 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 "high power". Central pins torque to the standard it was tested at — soft Nm and hard Nm — not a single rounded number.
"Drills wood and metal" isn't a field. Wood 38 mm, steel 13 mm, masonry 13 mm is. Each capacity comes back with its unit and material attached.
DeWalt 18V XR fits which packs. Makita LXT vs. XGT. Bosch Professional vs. amateur green. Cross-platform claims are checked, not assumed.
Motor type matters for runtime and torque. Central separates brushless from brushed and lists no-load and load RPM — not a single marketing number.
The values regulators and pro buyers care about: sound pressure, sound power, vibration — read from the manual under the CE Machinery Directive.
"Professional-grade." "Heavy-duty." "Job-site tough." Held, narrowed against the verifiable spec, or removed until the warranty and platform support them.
The same DeWalt DCD796. Sparse supplier import on the left. The Central record on the right — grouped by category, every fact cited, every hype claim held.
The same DCD796 record adapts into Google Merchant Center fields, ChatGPT Shopping JSON, and a Screwfix / Toolstation / Hornbach custom feed — each tuned to its destination's character limits and field rules.
<item> <g:gtin>5035048601099</g:gtin> <title>DeWalt DCD796 18V XR Cordless Combi Drill, Brushless</title> <g:google_product_category>1167</g:google_product_category> <g:product_highlight>70 Nm max torque (hard), 27 Nm soft</g:product_highlight> <g:product_highlight>DeWalt 18V XR platform, fits all XR packs</g:product_highlight> <g:product_highlight>Brushless motor, 2-speed 0-550 / 0-2000 RPM</g:product_highlight> <g:product_highlight>Wood 38 mm · steel 13 mm · masonry 13 mm</g:product_highlight> <!-- Central adds structured product_detail blocks --> <g:product_detail> <g:section_name>Power & motor</g:section_name> <g:attribute_name>Voltage</g:attribute_name> <g:attribute_value>18 V</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Power & motor</g:section_name> <g:attribute_name>Torque (hard)</g:attribute_name> <g:attribute_value>70 Nm</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Capacity</g:section_name> <g:attribute_name>Capacity (wood)</g:attribute_name> <g:attribute_value>38 mm</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Capacity</g:section_name> <g:attribute_name>Capacity (masonry)</g:attribute_name> <g:attribute_value>13 mm</g:attribute_value> </g:product_detail> <g:product_detail> <g:section_name>Platform</g:section_name> <g:attribute_name>Battery platform</g:attribute_name> <g:attribute_value>DeWalt 18V XR</g:attribute_value> </g:product_detail> </item>
{
"name": "DeWalt DCD796",
"gtin": "5035048601099",
"key_specs": {
"voltage": "18V",
"torque_nm": 70,
"capacity": "38/13/13mm",
"platform": "DeWalt 18V XR",
"brushless": true
},
"confidence": 0.96,
"sources_count": 15
}
Every tool is tagged with its battery platform name (DeWalt 18V XR, Makita LXT, Makita XGT, Bosch Professional 18V, Milwaukee M18) and the verified list of packs that fit it. Cross-platform claims like "fits all 18V" are held until adapter status is confirmed against the brand source.
Original-equipment packs are linked to the brand platform with a brand-verified source. Third-party or "compatible" packs are flagged as such, with the platform they claim to replace and a confidence score. Cheap clones with no verifiable platform claim are held off the record.
Yes. Sound pressure dB(A), sound power dB(A), and vibration m/s² are read from the manual or declaration of conformity — never paraphrased. Each value comes back with the issuing manual page and a confidence score.
Yes — and Central separates them. DeWalt XR is 3 years on registration; Bosch Professional is 3 years on registration; Bosch amateur (green) is 2 years; Festool is 3 years. The warranty field carries the source URL and the registration condition that activates it.
Native: Google Merchant Center, Bing Merchant Center, ChatGPT Shopping, Perplexity Shopping. Any other destination (Screwfix, Toolstation, Hornbach, OBI, Bauhaus, Toom, Amazon, Shopify metafields) is custom-feed-ready.