Tags

Data accessible via a RESTful or GraphQL API endpoint

Deep historical archives going back 10+ years

Data updated continuously or with very low latency

Data accessed through a browser-based dashboard

Large dataset downloads via FTP, S3, or file transfer

Data delivered as flat files for spreadsheet use

Single-family homes, condos, townhouses, and small multifamily

Apartment buildings with 5+ units

Income-producing properties: office, retail, industrial, multifamily

Shopping centers, strip malls, and standalone retail

Office buildings and business parks

Distribution centers, manufacturing facilities, flex space

Population, income, age, and household data by geography

Geospatial feature layers for mapping and spatial analysis

Parcel boundaries, APNs, and assessor-sourced parcel attributes

Construction and renovation permit records

Construction pipeline, costs, and development activity data

Automated Valuation Model — algorithmic property value estimates

Recent comparable sales used for valuation

Automated and model-based property valuation tools

Historical and current rental market trend statistics

Contamination, hazmat, and environmental site records

Energy efficiency, carbon footprint, and sustainability data

FEMA flood zone and flood risk probability data

Recorded property transfer documents

Scheduled and historical property auction records

Capitalization rates for CRE investment analysis

Traditional 12-month lease rental market data

Properties in default before auction

Aerial and satellite images for property and land monitoring

Land use classifications and permitted uses

Recorded liens including tax, mechanic's, and judgment liens

Multifamily data near college and university campuses

Publicly accessible data available at no cost

Data published by a federal, state, or local government agency

Data published by a state-level government agency or department

Commercial companies that compile and resell public records

Data from HUD, FHFA, Census Bureau, GSA, or USDA

Data from NAR, CCIM, NAIOP, or other industry groups

Tools and data for residential and commercial property investors

Data suitable for housing policy research and academic study

Data for managing rental properties and portfolios

Site selection, permit, and construction pipeline data

Data for lenders, underwriters, and loan originators

Data tools and comp databases for licensed real estate appraisers

APIs and datasets for building real estate applications

Data for institutional real estate asset managers and fund operators

Risk and hazard data for property insurance underwriting

MLS and market data for licensed agents and brokers