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Shopify Admin intent
Supported product, variant, publication, market, price, availability, disclosure, and policy-presence facts.
Open for Agents for Shopify
Products can look correct in Shopify Admin yet appear differently—or not at all—in supported AI shopping catalogue output. Open for Agents compares the surfaces, records what changed and alerts you, without changing your store.
Why independent assurance matters
Shopify provides the infrastructure that lets AI agents search products and perform shopping tasks. Open for Agents does not duplicate that infrastructure. It independently compares supported evidence surfaces, records material changes and makes coverage limits explicit.
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Supported product, variant, publication, market, price, availability, disclosure, and policy-presence facts.
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Product and variant facts returned by Shopify Storefront Catalog UCP/MCP for a recorded country, language, and currency.
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Bounded public observations, with blocked, unavailable, and unsupported evidence reported explicitly rather than treated as a pass.
Inside the app
These are current screens from the public Shopify app. Open any image for a readable full-size view.
The preflight makes the read-only scope and evidence sources clear before the app compares anything.
History shows what changed, when it changed, and which evidence can be exported for review.
Alert settings sit beside the limits that affect what the app can truthfully confirm.
What best-in-class means here
Ready to check your catalogue?
Install the public app, run a read-only comparison, and keep the evidence for your team.