About ShopsForBots

ShopsForBots is an independent directory of online shops that publish machine-readable signals for AI agents.

We collect all data ourselves: we check every domain with our own read-only HTTP requests (UCP manifest, declared MCP endpoint, robots.txt, llms.txt, sitemap) and score it with an open formula. We do not take data from other directories; third-party lists and public web-crawl and DNS data only help choose which domains we check. We are not affiliated with the listed shops, nor with Shopify, Google or any other platform or protocol provider, and there are no paid placements. Details: methodology.

Operator

ShopsForBots is a project by Jibr GmbH, Heinrich-Franz-Möbs-Str. 19, 61231 Bad Nauheim, Germany (Managing Director: Paulus Schoenmakers; full details: imprint). Questions, corrections and opt-outs: [email protected]. Our motivation: as shopping agents become real, there should be an honest, verifiable answer to which shops they can actually use – so we check every domain ourselves and publish how we score it.