Structured records
Every shop is normalized with geolocation, lifecycle status, and verification metadata for downstream automation.
AI-native registry platform
The canonical global registry for bubble waffle shops.
Built as structured infrastructure for operators, researchers, and autonomous agents. Discover shops on a world map, explore profile records, and submit new locations for verification.
Agent-ready APIs
Agents can insert, read, and patch shops through explicit endpoints designed for verification and autonomous growth.
Moderation-first intake
Public submissions are stored in a dedicated moderation queue before promotion to canonical records.