Product Data
Catalogue fields, attributes and product copy — the raw material every AI surface reads you from.
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2026-10-31 Shopify Agentic Knowledge Base: Facts AI Agents Will Quote
For the first time, Shopify merchants have a sanctioned place to put their own wording in front of AI agents. The knowledge base is a reviewed fact library covering policies and FAQs — and one of its outlets is already live, even though the protocol capability it was built for is still a draft.
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2026-10-31 The 14 Fields AI Agents Actually See on Shopify Products
We counted the top-level fields in a live Shopify catalogue response: fourteen. Ratings, review text, 3D models and video were absent from that schema entirely. Here is what agents really receive — and how to rewrite product copy so the fields that do exist work for you.
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2026-10-25 Best PIM for Shopify (2026): Akeneo vs Plytix vs Salsify vs Pimcore
Which PIM works best with Shopify? A practical comparison of Akeneo, Plytix, Salsify, Pimcore and inriver — when you actually need a PIM, how each connects to Shopify, and how to choose by catalog shape and team size.
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