See the failing queries
Every probe we ran and the exact shopper phrasings your endpoint returned nothing for.
How to Build
verified 20d ago
Womenswear · US / Ships to US, UK, EU, JP, KR
Native Endpoint / Served by the Retailer
https://ironandresin.com/api/ucp/mcp*Built for coding agents. Claude Code, Codex, Cursor. Not chat apps yet.
Readiness
We re-probe and reply with the queries we ran.
Tell us what's wrong →Claim your listing and we’ll show you which searches came back empty or came back wrong.
Every probe we ran and the exact shopper phrasings your endpoint returned nothing for.
Fix the category, ships-to, catalog size, and logo agents read off this page.
An email when your score changes or a security scan flags something on your endpoint.
We probe your endpoint or storefront and email you the score, the queries agents fail on, and what changes with enrichment, Free, no meeting.