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xMap POI Data
POI data built for AI agents, apps, & location intelligence.
Search 24M US businesses from Claude, Cursor, or any AI agent — or via REST API. Free to start. xMap POI Data gives developers, AI agents, and business teams access to structured point-of-interest data through API, MCP, and downloadable datasets. Query businesses, landmarks, categories, addresses, ratings, chains, and more without building your own location data pipeline.
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.
About xMap POI Data on Product Hunt
“POI data built for AI agents, apps, & location intelligence.”
xMap POI Data was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #22 on the daily leaderboard. Search 24M US businesses from Claude, Cursor, or any AI agent — or via REST API. Free to start. xMap POI Data gives developers, AI agents, and business teams access to structured point-of-interest data through API, MCP, and downloadable datasets. Query businesses, landmarks, categories, addresses, ratings, chains, and more without building your own location data pipeline.
On the analytics side, xMap POI Data competes within API, Artificial Intelligence and Maps — topics that collectively have 580k followers on Product Hunt. The dashboard above tracks how xMap POI Data performed against the three products that launched closest to it on the same day.
Who hunted xMap POI Data?
xMap POI Data was hunted by Abdullah Rafaqat. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of xMap POI Data including community comment highlights and product details, visit the product overview.
Abdullah Rafaqat