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Shopify launched (quietly) a free tool/scanner shopify.com/agentic-readin… that tells you how visible your store is to AI shopping agents like ChatGPT and Microsoft Copilot.
Paste a URL. Then it runs 31 checks across five categories: AI discoverability, product schema, transaction readiness, trust signals, and operational maturity.
I've been talking about AI discoverability and catalog metadata for a while now. This tool makes the gap visible in a way that's hard to ignore.
I ran it across several stores. The same three issues showed up almost every time:
→ Missing llms.txt - the file that tells AI agents what your store sells and who it's for. Most stores don't have it.
→ Incomplete product schema - the JSON-LD fields that AI uses to understand and recommend products Missing fields mean missing recommendations.
→ Thin policy pages/contents - short or missing privacy, returns, and shipping pages that AI checks before recommending a store
The tool is very useful for diagnosing what's broken and ranking it by priority.
But it does NOT fix anything.
If your score is lower than you expected, there’s many of you out there. Most stores just don’t realize how further behind they are on AI readiness than they realize.
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