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Shopify Engineering·Jun 17, 2026·15 min read66

Clustering billions of products for agentic commerce with Catalog API (2026) - Shopify

How Shopify built an LLM-powered pipeline to match product listings across millions of merchants into a unified catalog that AI agents can search.

AI
Read original on shopify.engineering

Score breakdown

  • Technical depth81
  • Practical value60
  • Originality100
  • Writing quality100
  • Source reputation86
  • Recency1
  • External engagement0
  • On-site engagement0

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