Normalized attributes
Stable schemas for beds/baths, GLA, year built, and coordinates.
Property data use case
API-first delivery, enrichment, and models on top of property truth sets.
Stable schemas for beds/baths, GLA, year built, and coordinates.
REST/GraphQL and file drops for pipeline integrations.
Parcel keys and address geocoding for record linkage.
Time series for training features and backtesting.
Comprehensive commercial real estate data and analytics.
Nationwide commercial real estate listings and market data for office, industrial, retail, and coworking spaces.
Commercial API for US property, ownership, transaction and mortgage data.
Enterprise property data API with comprehensive coverage.
Standardized US parcel boundaries and property attributes available through Regrid.
RESO-compliant real estate data including MLS, assessor, and deed data.
ICE provides nationwide foreclosure data covering notices of default, trustees, auctions, and bank-owned properties across judicial and non-judicial states.
BatchData provides pre-foreclosure data, offering details from initial default notices to scheduled auction information.
AirDNA provides short-term rental data and analytics for hosts and investors. It offers insights into market performance and property earning potential.
Mashvisor provides data for short-term rental analysis and real estate investment opportunities. It offers tools for rental analysis and identifying investment properties.
Rent estimates, rent comps, and historical rental trends for U.S. properties via web platform and CSV downloads.
Apartment List Research provides original research, analysis, and data on the U.S. rental market. It offers insights into rental trends and housing market dynamics.
RentCast provides real-time rental property data and market insights. It allows users to look up rent prices and track rental portfolios.
Walk Score Professional provides tools and data for assessing neighborhood walkability, public transit access, and travel times.
1–10 ratings for public schools based on student progress, test scores, and college readiness across all 50 US states and D.C.
Probability tools for crime, fire, hail, and water claims delivered via API and web platform for location-based risk analysis.
API providing detailed, human-readable neighborhood profiles with descriptive location-based content.
ATTOM's Neighborhood Data offers local area details including points of interest, crime stats, weather, unemployment rates, and transit routes by city and zip.
ArcGIS Business Analyst is Esri’s location-based market and community intelligence software. It combines demographic, business, lifestyle, spending, and census data with map-based analytics.
Parcel-level ownership, deed, and recorded document data for 150M+ US properties via web platform and API.
API providing real-time data to identify if loans are owned by Fannie Mae for refinance and underwriting eligibility.
Credit risk data on $2.3T single-family mortgage loans retained by Fannie Mae, accessible via Data Dynamics platform.
ICE Mortgage Technology offers data and tools covering real estate listings, property records, valuations, and mortgage loan lifecycle management.
Optimal Blue provides an end-to-end capital markets platform for the mortgage industry. It offers solutions for pricing accuracy, margin protection, and operational efficiency.
Shovels provides building permit and contractor intelligence, turning fragmented permit data into actionable insights using AI.
High-resolution aerial imagery and AI-driven property measurements with 1-inch accuracy via unified platform and subscription.
ClimateCheck provides climate risk data solutions for real estate stakeholders. It assesses current and future exposure to extreme weather events for properties.
Property-level physical climate risk data on flood, wildfire, and wind hazards via API and open data for real estate assets worldwide.
High-resolution aerial imagery and building materials data with AI-generated property layers, delivered via API and platform.
HouseCanary provides property data, valuations, CMAs, market forecasts, and AI-driven analytics for real estate professionals.
Weekly housing market data and reports broken down by ZIP Code and market quartiles via web platform and API.
Reonomy provides commercial real estate (CRE) property and ownership intelligence. It is designed to help users source new deals and identify off-market opportunities.
Federal real property data including location, usage, and status for government-owned assets via bulk download.
Access 531,820 open datasets from U.S. federal agencies via searchable catalog for research, app development, and visualization.
Public mortgage application and origination data published under HMDA.
Provider of property, market, valuation and hazard data products.
Verified, standardized property and address data with pre-geocoded records linked to 200+ attributes and datasets including parcels, POIs, and demographics.
SafeGraph provides clean, high-quality places data for analytics, models, and location products. It offers point of interest data, precise polygons, and structured geocoded address data.
USLandGrid provides GIS data including land grid, tax parcel, well and production, and infrastructure data. It offers data for integration across enterprise systems and desktop applications.
Federal Land Records provides access to federal land conveyance records, including historical documents and current interactive mapping tools.
Property tax search tools, tax certificate purchases, GIS mapping, and tax appeal software for Texas real estate professionals.
Smarty provides address verification APIs and list processing tools for USPS and international addresses.
RealEstateAPI provides access to property records, MLS listings, and historical sales data. It offers advanced search capabilities and tools for portfolio management.
Location-based parcel and property data with mapping tools for 1,000+ local governments via web platform.
PropLogix provides due diligence services for title agents, closing attorneys, and lenders. It offers various services to support property closings.
Commercial real estate and structured finance data, analytics, and market insights via platform and API.
Commercial real estate data and analytics on asset performance, risk, and market transactions across 170+ countries via platform and bulk data.
Predictive analytics, real-time market data, and company-level intelligence for commercial real estate and infrastructure.
Datafiniti provides property-level data for real estate analysis, valuations, underwriting, address verification, and fraud detection via API, portal, and bulk downloads.
CIMLS.com is a commercial real estate listing service that provides property marketing, data, and listing management services.
Global real estate market data and intelligence delivered via platform and scalable bulk data solutions.
DealGround provides commercial real estate data with 62M+ properties, including tenant info, transaction history, and ownership contacts.
NeighborhoodScout delivers neighborhood-level crime, demographic, housing, school, and real estate trend data across the U.S. for investment and appraisal.
Parcel data covering over 99% of U.S. properties, updated daily, accessible via API, bulk download, and web platform.
ATTOM's Property Data API provides access to real estate datasets for over 158 million U.S. properties. It offers data on ownership, valuations, mortgage, demographics, and market trends.
Mortgage-backed securities data including issuance, prepayment aggregates, and analytics via web platform and API.
Quarterly Call Report data with 525+ bank performance metrics via tables, charts, and reports for trend analysis.
Online marketplace providing U.S. residential property listings with market insights and Automated Valuation Model.
USTaxLiens.com offers a free report related to tax liens.
Tax Sale Resources provides tools for tax sale investment, including research, management, financing, and trade services.
Xome provides a platform for buying and selling real estate, including auction properties and traditional MLS listings. It offers tools for both homebuyers and real estate investors.
The Warren Group provides customized data solutions including property and transaction information, data analytics, and marketing lists.
Multifamily rental listings and lease comparables data via web platform and API for US markets.
RentRange provides rental data solutions for real estate investment. It offers property reports, market metric reports, and investor lists.
Dwellsy is a rental housing platform that lists apartments, houses, townhouses, condos, and mobile homes for rent.
Datasets on USDA Rural Development programs including single-family and multi-family housing, loan turn times, and resale properties.
HUD-eGIS Storefront offers access to HUD's geospatial datasets, mapping tools, and APIs covering housing and urban development programs.
Open-access rural housing data including USDA rural development housing assets via web portal and API.
The Residential Energy Consumption Survey (RECS) provides data on household characteristics and energy usage for primary residences in the United States.
National and regional data on new privately-owned housing units authorized, started, under construction, and completed.
The Housing Vacancies and Homeownership program provides current information on rental and homeowner vacancy rates. It also includes characteristics of units available for occupancy.
The State HFA Factbook compiles program activity data from state housing finance agencies (HFAs). It provides data on HFA program results and operations.
Location intelligence data for insurance risk assessment including flood and wind hazards via API and bulk delivery.
Natural hazard risk data covering 99.9% of US properties via API and cloud integrations.
Over 84 billion data points on residential and commercial structures covering property details, maintenance, and remodeling via API and platform.
AI-powered risk and decision intelligence platform providing wildfire risk and roof age data for insurance via API.
Cloud integration, AI, and IoT solutions providing real-time data insights and legacy system modernization for state and local governments.
UrbanFootprint provides spatial data and analysis technology for resilience insights. It integrates urban, climate, and community factors to assess risk and market behavior.
HazardHub provides property risk data and predictive scores for underwriting and pricing. It offers intelligence for various perils including fire, weather, water, and earth.
Downloadable US housing-market metrics from Redfin.
Downloadable Zillow housing-market time series for values, rents, inventory and sales.
API providing interactive maps and unit-level property data visualization for multifamily and real estate projects nationwide.
Backflip offers fix and flip loan options and free tools for deal and comparable property analysis for real estate investors.
AI-analyzed off-market and MLS data with investment property search, reports, and APIs for 150M+ US residential properties.
AI-powered occupancy data and analytics from sensors and building systems for office space planning and management.
Pre-cleaned, monthly-updated bulk data of single-family residential properties delivered via AWS Data Exchange.
Exchange Data provides real estate data that includes detailed information and insights related to the housing and property market.
This dataset provides property characteristics for over 155 million parcels across the United States, covering both residential and commercial properties.
Point-of-interest data with 300+ place types and attributes for location analysis via BigQuery integration.
Licensed MLS listing data with bulk historical and daily incremental updates via API and Snowflake access.
The Moody's CRE API provides access to commercial real estate data and analytics.
Resident feedback data from tour to move-out delivered via platform to support property management decisions nationwide.
Free Industry Data Model with definitions for 150+ real estate use cases supporting data standards and digital transformation.
GIS data for LA County unincorporated areas available for download and web use via ArcGIS services.
PropMix provides real estate data and intelligence through easy-to-integrate APIs.
Addresscloud US Property (usprop) is a dataset providing property information across the United States.
Unit-level final asking rent data from 17M+ residential listings sourced directly from property management systems nationwide.
Real-time property data on home value, equity, and mortgage status for 98% of US homes via API and platform.
Property condition and risk data including roof condition, tree overhang, wildfire risk, and pool count via API and bulk delivery nationwide.
Automated retrieval and analysis of energy, emissions, and operational data for real estate portfolios via platform integration.
Mass-scale residential and commercial building characterization and energy benchmarking via AI-driven software and data integration.
Property data collection and reporting services for lenders, appraisers, and insurers with nationwide coverage and GSE data integration.
Flood zone and flood risk data delivered via API for properties across the United States.
FEMA current effective flood-hazard mapping data for participating communities.
Climate risk and flood zone data with property-level assessments via web platform and API.
First Floor Height flood risk data and analytics for 350M+ global structures via fast API and assessment reports.
Parcel-level FEMA flood zone and geospatial risk data delivered via API for flood risk underwriting and analytics.
Bulk data providing neighborhood and location intelligence including flood zone information.
Nationwide parcel-level building permit data with flexible delivery via API, bulk download, and cloud solutions.
National building permit and licensed contractor data with 25+ years of historical records and daily updates.
National building permit and contractor license data with over 326M permits and 85% US coverage.
Construction cost and project data delivered via API for detailed construction and development insights.
Nationwide database of mobile home park lot rents, occupancy, ownership, and market comps with API and alerts.
Rooftop-accurate geocoding API delivering precise latitude/longitude for 96% of US addresses, with parcel and ZIP+4 precision levels.
Address enrichment API delivering 350+ property data points — structure, location, and financial attributes — for 210M+ US addresses.
Annual US population and housing estimates from the Census Bureau.
Official Census Bureau geographic boundaries and feature files.
HUD PD&R portal for housing research, datasets and policy publications.
Standardized, licensed MLS data delivery for participating markets.
Real-estate data standard defining common resources, fields and lookups.