The shelf CTLG
Catalog enrichment
2 / 9 Default order on your shelf
Attributes, tags and descriptions generated from your images and supplier feeds, checked before they reach the storefront.
The problem
Search, recommendations and AI agents all read the same product data, and most catalogs are missing much of it. Filling the gaps by hand stops scaling somewhere past a few thousand SKUs.
What we build
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Attribute extraction
Colour, material, fit and other attributes read from product images and supplier data.
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Descriptions
Product copy written in your brand voice, one category at a time.
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Review queue
Low-confidence fields routed to your team instead of published blind.
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Sync
Enriched data written back to Shopify or your PIM.
Next on your shelf
Search & discovery Your shelf is still in its default order. Read or point at a lane and this changes.Ready to talk about catalog enrichment? Start a project