Product Catalog Enrichment Agent
Retailers and distributors carrying more than 50,000 SKUs from many suppliers
E-commerceIntermediate8.65-7 weeks to MVP
Problem
Supplier feeds arrive with a part number, a price, and a sentence. Search cannot filter on attributes nobody populated, so thin products do not get found, and the merchandiser fixing it by hand clears a few hundred SKUs a week against a backlog of forty thousand.
Solution
An agent that reads spec sheets, PDFs, and supplier pages, fills the attributes its taxonomy requires, writes the description in the brand's voice, and leaves a gap flagged rather than guessing a dimension.
Tech stack
Next.jsClaude with visionPostgreSQLPIM or commerce APIObject storageQueue for batch runs
Required integrations
- PIM or commerce platform
- Supplier feeds and portals
- Search platform for the conversion test
- Image storage and CDN
Key features
- Attribute extraction against a required taxonomy per category
- Gaps flagged rather than filled with plausible values
- Brand-voice descriptions under explicit length and claim rules
- Duplicate and variant detection across suppliers
- Held-back control group so the conversion lift is measurable
EcommerceExtractionTaxonomyQuality
With Pro you also get
- The full build prompt, ready to copy (622 words)
- 6 build steps, in order
- 3 variables to fill in, documented
- The revenue model
- Monetization notes
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Guides for this build
Read these alongside the spec.