structured data

By Greg Nowak, 7 July, 2026

AI shopping visibility now depends on boring product-data plumbing

AI-assisted shopping puts more pressure on ecommerce catalog data, feeds, schema, prices, availability, and return-policy governance.

AI Shopping Makes Product Data Integrity a Technical Ops Job

AI shopping depends on clean product data. Here is how ecommerce teams should govern prices, variants, returns, shipping, and AI-generated titles.

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structured data

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