An AI shopping agent's reply is mostly not written by the model - the products, prices, stock, and policy facts are all produced by code, and that's the whole point.
What It Actually Takes to Make a Product Catalog Agent-Ready
Making a catalog agent-ready isn't a schema-markup checkbox - it's a pipeline that rebuilds thin, marketing-voiced product data into something an AI agent can search, filter, and recommend on.