AI attribute extraction
Supplier PDFs, ERP exports, and marketplace dumps rarely match your attribute model. Extraction maps unstructured or semi-structured input into governed families, attributes, and variants.
Problems it solves
| Input | Without extraction | With extraction |
|---|---|---|
| Supplier sheet | Manual column mapping every season | Map once; AI suggests values per attribute |
| ERP text fields | Free-text “description” blobs | Parsed specs → weight_kg, voltage, material |
| Competitor listings | Copy-paste into admin UIs | Classify + normalize into your taxonomy |
Flow
Classification
Automatically assign products to:
- Internal category trees
- Channel-specific taxonomies (e.g. Amazon browse nodes via mapping)
- Product families when SKU patterns or attributes match rules
Use MCP: search_products → set_product_attribute → analyze_product_completeness.