PlotMyMove
Tell it 'three-bed under €500k with safe cycling to a decent school' and get a scored map of matching homes against your real priorities — no GIS training required.
European homebuyers shopping in an unfamiliar neighborhood
- Natural-language criteria parsed into a ranked home map with explainable match scores
- 15-minute neighborhood overlays: schools, GP, parks, transit, bakeries, broadband
- 'Walk-the-street' 90-second narrated audio tour of any listing address
- Commute truth-check that verifies vendor-claimed transit times against live timetables
Geosql's map-in-loop validation (HN, 32 points, 181 GitHub stars) proves natural-language geospatial agents are now usable by non-engineers, and the same repo showcases a property/real-estate workflow as its flagship example.
Multiple funded/active AI property-search products exist (Propelos, One Place, Maptimum, Propquest) and Maptimum is featured among the top 3 neighborhood-research sites for relocating buyers, indicating real pull for the category.Propelos Launches AI Property Search for European Agencies ↗Top 3 Websites to Research Neighborhoods When Relocating ↗
Crowded: Maptimum (pay-per-report AI reports), SaferHood AI, One Place (Europe), Propelos (NL for EU agencies), Strado (free OSM scoring for 50 EU cities), NeighborhoodScout, AreaVibes all attack adjacent territory; Europe's only partial coverage (One Place covers FR/ES/IT/PT/GR) leaves room but the personal-priority-scoring angle is narrowing fast.In-Depth Neighborhood Research for Meticulous Home Buyers ↗L_J_R's Diary | I built a free neighborhood scoring tool for 50 European cities ↗
Maptimum's pay-per-report (no-subscription) model and Propelos's B2B agency licensing both monetize the category, and home-purchase transactions support paid tools; however Maptimum is US-only and Strado is free, so EU willingness-to-pay is unproven and freemium pressure is real.Packages and Pricing | Maptimum ↗Propelos Launches AI Property Search for European Agencies ↗
Real-estate search is a structurally durable need, but the NL-to-scored-map UX is quickly becoming table-stakes as major portals add AI features; defensibility likely depends on proprietary EU neighborhood data rather than the chat interface itself.AI Property Search Platforms in Europe (2026) | One Place ↗Top 7 real estate websites with built-in school ratings and neighborhood data ↗
Geosql's map-in-loop validation with a property/real-estate workflow as its flagship example (181 GitHub stars, 4x task improvement) demonstrates the core NL-to-spatial-query loop is buildable; remaining work is plumbing EU listing feeds and curating school/cycling/safety datasets, not novel ML.GitHub - dekart-xyz/geosql: Turn Claude/Codex into geospatial analytics agents ↗geosql · PyPI ↗