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Scout
Geospatial ingestion platform with AI spatial query engine
Scout is a geospatial ingestion platform that turns any spatial data source into a Portolan-conformant catalog — with live XYZ tiles, PMTiles, and STAC items — in seconds. Point Scout at a URL (GeoJSON, Shapefile, GeoParquet, Overture, Source Cooperative) and it handles the full pipeline. Then ask spatial questions in plain English — Scout generates AI maps and data answers instantly. No code. No server. No GIS expertise needed.
Hey Product Hunt! 👋
I'm Sarah. I built Scout to solve a problem every geospatial team hits — getting raw spatial data into a structured, queryable, publishable catalog is slow and painful.
Scout is a geospatial ingestion platform that publishes Portolan-conformant catalogs automatically. Drop in any spatial data URL — Shapefile, GeoParquet, OvertureMaps, Source Cooperative — and Scout delivers:
→ Live XYZ tile endpoint
→ PMTiles file
→ STAC catalog item
→ Portolan-conformant metadata
Then ask spatial questions in plain English. Scout generates AI maps and data answers directly — no SQL, no code.
Free plan includes 10 datasets and 5 AI queries/month. No credit card needed.
If you work with geodata or build location-aware apps, I'd love your feedback. Ask me anything!
About Scout on Product Hunt
“Geospatial ingestion platform with AI spatial query engine”
Scout was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #124 on the daily leaderboard. Scout is a geospatial ingestion platform that turns any spatial data source into a Portolan-conformant catalog — with live XYZ tiles, PMTiles, and STAC items — in seconds. Point Scout at a URL (GeoJSON, Shapefile, GeoParquet, Overture, Source Cooperative) and it handles the full pipeline. Then ask spatial questions in plain English — Scout generates AI maps and data answers instantly. No code. No server. No GIS expertise needed.
On the analytics side, Scout competes within Developer Tools, Artificial Intelligence and Maps — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Scout performed against the three products that launched closest to it on the same day.
Who hunted Scout?
Scout was hunted by Sarah. 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 Scout including community comment highlights and product details, visit the product overview.
Sarah