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An AI assistant is shopping for your customer. Can it answer their questions?

Buyers increasingly ask an assistant "can I return this?", "how long is shipping?", "is it in stock?" instead of reading your site. The assistant can only repeat what your pages and structured data actually say. We read your store the way it would and report what is answerable and what is not.

Based on publicly available data only. Informational, not legal advice.

What this checks

  • Whether a machine-readable agent profile is served at /.well-known/ucp, and what it declares
  • What a read-only GET to /api/mcp returns β€” status, headers and body shape
  • Whether the four standard policy URLs return a page, and whether that page has real text or is a shell
  • Whether a return window and a delivery time are actually written somewhere we can read
  • Product structured data: offers.availability, shippingDetails, hasMerchantReturnPolicy
  • FAQPage structured data, and whether its questions carry answers
  • Whether /llms.txt is served (a community proposal, not a standard)

FAQ

Did you actually talk to my store's AI endpoint?
No. Our scanner only makes read-only GET requests β€” it cannot send the POST a conversational endpoint needs. So we never asked your store a question and we never claim an answer came back. Anything that would need a real conversation is marked "could not tell", with the reason attached.
Why does the /api/mcp line usually say "could not tell"?
Because a GET to that path returns 404 on Shopify storefronts whether or not a live endpoint sits behind it β€” we verified that against several stores. A 404 there is therefore not evidence of absence, so we report the status code we saw and stop short of a verdict.
Is a failing line here a problem with my store?
It means the answer is not in the pages and data we could read. It might still be in a PDF, an image, a chat widget, or a page we did not sample. Every line says which pages it looked at, so you can check.

Want your policies and FAQs turned into structured data an assistant can actually quote?

We are a Shopify studio. The audit is free; the fix is yours to make β€” or ours to ship.

Work with us β†’