Etiquetas

Data accessed through a browser-based dashboard

Data accessible via a RESTful or GraphQL API endpoint

Access via paid subscription or SaaS plan

Data accessible via a native iOS or Android application

Data updated continuously or with very low latency

Data available via Snowflake, AWS, Google Cloud, or Databricks

Data delivered as flat files for spreadsheet use

Deep historical archives going back 10+ years

Large dataset downloads via FTP, S3, or file transfer

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

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

Hotels, motels, and short-term lodging facilities

Undeveloped land parcels and vacant lots

Shopping centers, strip malls, and standalone retail

Apartment buildings with 5+ units

Geospatial feature layers for mapping and spatial analysis

Construction pipeline, costs, and development activity data

Energy efficiency, carbon footprint, and sustainability data

Population, income, age, and household data by geography

Active rental listing and availability data

Airbnb, Vrbo, and vacation rental performance data

Automated and model-based property valuation tools

Construction and renovation permit records

Building maintenance records, work orders, and capital expenditure tracking

Scheduled and historical property auction records

Traditional 12-month lease rental market data

Properties repossessed by lenders after failed auction

AI/ML models forecasting price, demand, or risk

Parcel boundaries, APNs, and assessor-sourced parcel attributes

FEMA flood zone and flood risk probability data

Land use classifications and permitted uses

Platforms using AI to generate real estate insights

Automated Valuation Model — algorithmic property value estimates

Full ownership history of a property

Recorded property transfer documents

Real Estate Investment Trust performance and portfolio data

Licensed contractor profiles and permit history

Products that use AI for property insights or enrichment

Building and renovation permit records

Multifamily data near college and university campuses

Contamination, hazmat, and environmental site records

Multiple Listing Service active and sold listing data

Historical and current rental market trend statistics

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

Publicly accessible data available at no cost

Technology-first companies providing data via modern APIs

Market reports and data published by real estate brokerages

Data published by a state-level government agency or department

Site selection, permit, and construction pipeline data

Tools and data for residential and commercial property investors

Data for lenders, underwriters, and loan originators

Data for managing rental properties and portfolios

Data for underwriting, screening, and portfolio decisions

Tools for finding off-market and investment opportunities

APIs and datasets for building real estate applications

Data tools and comp databases for licensed real estate appraisers

Data suitable for housing policy research and academic study

Multi-property portfolio monitoring and reporting

MLS and market data for licensed agents and brokers

Data and tools for mortgage brokers and loan officers

Data for institutional real estate asset managers and fund operators

Lease tracking, abstracting, and portfolio lease data

Applicant screening and rental risk data