Industry reference
Beauty and cosmetics product data
The fields that make a useful comparison.
Industry referenceField requirements · not extracted records
| Step / field | Keep | Check |
|---|---|---|
| Shade | Variant name + SKU | Similar names can represent different formulas. |
| Size | Amount and unit from the source | Compare equivalent sizes. |
| Ingredients | Source text, where provided | Never infer ingredients or suitability. |
Retain ingredient text separately from generated descriptions or product recommendations.