How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Clustering billions of products for agentic commerce with Catalog API

calendar_today June 17, 2026 person Mariya Mansurova domain shopify

Shopify built an LLM-powered pipeline that matches and clusters product listings across millions of merchants into a unified Catalog API. The unified catalog spans billions of products and is structured so AI agents can search across them for agentic commerce.

open_in_new Read original post