Niche Data Points

AI/ML models forecasting price, demand, or risk

Recent comparable sales used for valuation

Population, income, age, and household data by geography

Traditional 12-month lease rental market data

Phone numbers and emails for property owners

Multiple Listing Service active and sold listing data

Recent comparable lease transactions for CRE

Properties in default before auction

Recorded property transfer documents

County-assessed property values and tax bills

Automated Valuation Model — algorithmic property value estimates

Construction and renovation permit records

Wildfire risk scores and historical burn perimeters

Locating property owners and their contact information

Neighborhood crime statistics and safety indices

Aerial and satellite images for property and land monitoring

Full ownership history of a property

FEMA flood zone and flood risk probability data

Energy efficiency, carbon footprint, and sustainability data

Government liens for unpaid property taxes

Properties repossessed by lenders after failed auction

Airbnb, Vrbo, and vacation rental performance data

Scheduled and historical property auction records

Multifamily data near college and university campuses

HUD-subsidized and income-restricted housing data

K-12 school quality scores and district boundaries

Walk Score, Transit Score, and Bike Score data

Platforms using AI to generate real estate insights

Hurricane and wind hazard risk assessments

Land use classifications and permitted uses

Capitalization rates for CRE investment analysis

Commercial Mortgage-Backed Securities loan data

Licensed contractor profiles and permit history

Mobile-derived visitor counts for commercial locations

Identifying individuals behind LLC-held properties

Contractor liens for unpaid construction work

Properties not publicly listed for sale

Public transportation access and commute time data

Real Estate Investment Trust performance and portfolio data

Approved exceptions to standard zoning rules