xMap POI Data - POI data built for AI agents, apps, & location intelligence.

Hey Product Hunt 👋 We are excited to launch xMap POI Data, a structured point-of-interest data layer built for developers, AI agents, and location intelligence teams. Over the last few years, we noticed a clear problem: AI agents are getting better at reasoning, but they still struggle with the physical world. They do not naturally know where businesses are, what categories they belong to, which locations are chains, what areas have dense competition, or how places relate to each other geographically. So we built a POI data product that can be queried directly through API, MCP, or downloaded for analysis. With xMap POI Data, you can search and work with real-world places using fields like: - Business name - Category - Address - Latitude and longitude - Phone - Website - Opening hours - Ratings - Price tier - Chain status - City, state, ZIP - Verification and closure status The homepage currently highlights 24M+ US POIs, 30+ fields per record, and access through API, MCP, and downloads. This is especially useful for people building: - AI agents - Site selection tools - Retail expansion models - Local search products - Competitive intelligence platforms - Real estate analysis tools - Logistics and planning applications - Tourism and recommendation engines We would love your feedback on the product, the API experience, and what datasets or fields you would want us to add next. Thanks for checking it out.