Real Estate & PropTech

Acquire listings from
canvas-rendered maps

MLS systems and GIS portals render data on Leaflet/Mapbox canvas that requires manual effort to read at scale. Our vision agent acquires every listing from visual map interfaces efficiently.

Map-based intelligence at scale

Acquire property data from visual map interfaces that require manual effort to read at scale.

MLS Map Data Acquisition

Acquire every listing from canvas-rendered MLS map interfaces. Get addresses, prices, and details at scale.

GET /api/mls/listings:map
Real-time • Full market coverage

GIS Parcel Data

Read parcel boundaries, zoning info, and property details from county GIS portals rendered in WebGL.

GET /api/gis/parcel:data
County-level • Zoning included

Image-Embedded Pricing

Acquire prices and details embedded in property listing images with visual data.

GET /api/listings/image:price
OCR data acquisition • Multi-platform

Property Characteristics

Get beds, baths, sqft, and features from listing pages with complex dynamic rendering.

GET /api/property/details
Full schema • Photo analysis

Market Trend Tracking

Monitor listing inventory, days on market, and price changes across entire markets.

GET /api/market/trends
Weekly aggregates • Historical

Assessor Records

Acquire tax assessments, ownership history, and valuations from county assessor portals.

GET /api/assessor/records
County-level • Tax + ownership

Your competitors screenshot maps manually

Most PropTech companies struggle to get comprehensive listing data because MLS systems use map-based interfaces that require manual effort. Teams resort to screenshots and data entry.

Our vision agent interacts with map interfaces exactly like a human would—clicking, panning, zooming, and acquiring. Full market coverage at scale.

100%
Market coverage
Daily
Fresh updates

Get complete market data

Stop missing listings. Acquire property data from every map-based platform at scale.