GeoQuery
Ask spatial questions in plain English, get answers on a map
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Planning teams, NGOs and consultancies need answers to spatial questions, like which areas are furthest from a clinic, or how many schools are within 10 km of a town. Today those questions wait in a GIS queue or a consultant's scope. Geoquery lets anyone ask them in plain English and get an answer in seconds.
PH · launched Nov 12, 2026 · 1 upvote (top 65%) · 0 views
Niche: interactive mapping platforms · 191 launches, 16 in the last 7 days ▲ +7% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Productivity
- Software Engineering
- Maps
Visit website ↗ Source listing ↗
More like this: all 191 launches in interactive mapping platforms →
Could you build this?
Partial The natural-language-to-map interface is buildable with LLM text-to-SQL and a web map, but reliable spatial answers need curated geographic datasets and correct GIS computation. Those are hard to get and validate without GIS expertise.
What it would actually take: The stack would be PostGIS or a similar spatial database, an LLM that translates questions into spatial queries, and a Leaflet or MapLibre front end. The hard parts are sourcing and maintaining authoritative datasets such as facilities, population, and boundaries, and making sure the generated spatial operations (distances, buffers, joins) are correct. That needs GIS domain expertise.
Competitors
Other products that read as similar to this one : 179 launches clear the similarity bar, closest 8 shown.
Attention rank: #79 of 180 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 379 days after the earliest competitor.
- Geography Quiz Game · ph · 2026-11-06 · 1 upvotes · similarity 0.55
- Guess the Real Size · ph · 2026-11-10 · 1 upvotes · similarity 0.53
- GeoStats · ph · 2026-09-23 · 1 upvotes · similarity 0.48
- Terralien: Geography Quiz · ph · 2026-10-31 · 2 upvotes · similarity 0.48
- I built GeoQuests where people can request photos of a place · hn · 2026-02-28 · 5 upvotes · similarity 0.47
- Ask Maps by Google · ph · 2026-03-13 · 381 upvotes · similarity 0.47
- GEONARY · ph · 2026-09-21 · 1 upvotes · similarity 0.46
- US Map Quiz · ph · 2026-10-07 · 2 upvotes · similarity 0.44
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