Industry solution · 5 vector + 3 raster workflows

GeoPilot for Real Estate

Parcel scoring, market heat maps, and demographic trade-area analysis.

Free forever tier No credit card Desktop by request

The challenge

Developers, investors, and proptech teams make billion-dollar location decisions on parcel data, demographics, and zoning — most of which is pure vector analysis. Imagery-based building footprints and 3D massing move to desktop.

Web · vector workflows

Run these in plain English

Drop your shapefiles, GeoJSON, or GeoPackage into the workspace and ask. No install, free forever tier, results in seconds.

Location Intelligence Scoring

Score parcels by walkability, transit access, and proximity to amenities or employment centers.

› Score every parcel by walkability, transit access, and distance to top employers

Try this prompt

Market Heat Maps

Visualize transaction prices, rental yields, and volumes as choropleth or heatmap layers.

› Heat map of median property prices by neighborhood with year-over-year change

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Development Feasibility

Filter parcels by zoning, FAR, and environmental overlays to surface developable sites.

› Filter parcels zoned mixed-use with FAR above 3.0 and no environmental overlay

Try this prompt

Trade Area Demographics

Compute drive-time isochrones around any site and roll up demographics inside.

› Demographic profile within a 15-minute drive of this site — income, age, household size

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Comparable Sales Analysis

Find recent transactions within a radius and compute distance-weighted comparable values.

› Find sales within 1km in the last 12 months; distance-weighted average $/sqft

Try this prompt

Supported on the web:.shp.geojson.kml.gpkg.csv.parquet.dxf.kmz

Desktop · raster image processing

Heavy pixels? Run them locally.

The desktop app runs Python on your machine — no timeouts, no upload limits, works air-gapped. Request access to get the build that fits your OS and use case.

Building Footprint Extraction

Extract building footprints from high-resolution satellite or drone imagery for portfolio inventory.

inHigh-res imagery

outFootprint polygons + area

3D Massing & Sun-Shadow Studies

Build 3D massing from DEM + footprint heights and run shadow studies for any time of year.

inDEM + height attributes

out3D model + shadow rasters

Construction Progress Monitoring

Compare drone-captured DEMs over time to track vertical progress on active sites.

inDrone DEM time series

outHeight-change raster + report

Supported on the desktop:.tif.tiff.img.asc.las.laz.nc.h5

One workspace

Same chat, same project, two engines.

Start in the browser. Move to desktop when the dataset gets heavy. Projects sync — no re-importing, no re-prompting.

1 · Ask in the workspace

Describe the analysis. GeoPilot picks ops, runs them, returns map + data + report.

2 · Vector? Done in the browser.

Buffers, joins, network analysis, choropleths — finishes in seconds, every plan.

3 · Raster? Switch to desktop.

Same chat continues against local Python. No timeouts, no upload caps.

Ready to ship real estate workflows?

Free vector tier. Desktop by request — tell us your OS, dataset size, and sensor type and we'll get back within one business day.

Start for free