Niche Data Points

Automated and model-based property valuation tools

UK flood-zone, surface-water and modelled flood-risk data

Population, income, age, and household data by geography

Energy efficiency, carbon footprint, and sustainability data

Recent comparable sales used for valuation

Contamination, hazmat, and environmental site records

Registered title and property transfer documents

Land use classifications and permitted uses

Construction pipeline, costs, and development activity data

Geospatial feature layers for mapping and spatial analysis

Neighborhood crime statistics and safety indices

School quality, inspection and catchment information

Construction and renovation permit records

Full ownership history of a property

Traditional 12-month lease rental market data

AI/ML models forecasting price, demand, or risk

Scheduled and historical property auction records

Properties not publicly listed for sale

Airbnb, Vrbo, and vacation rental performance data

Drone and aerial imagery for property and site analysis

Official and sensor-based UK air-quality information

Automated Valuation Model — algorithmic property value estimates

Flood-zone designations and hazard mapping from UK public and commercial sources

Building maintenance records, work orders, and capital expenditure tracking

Sound level and noise exposure data for residential and commercial properties

Phone numbers and emails for property owners

Active rental listing and availability data

Social, affordable and income-linked housing data

Platforms using AI to generate real estate insights

Capitalization rates for CRE investment analysis

Commercial Mortgage-Backed Securities loan data

Licensed contractor profiles and permit history

Recent comparable lease transactions for CRE

ML-based models for property analytics and prediction

Real Estate Investment Trust performance and portfolio data

Aerial and satellite images for property and land monitoring

Products that use AI for property insights or enrichment

Wildfire risk scores and historical burn perimeters

Hurricane and wind hazard risk assessments

Windstorm and severe-weather hazard assessments

Identifying people and entities behind company-held property

Recorded easement and right-of-way data affecting property use

Mobile-derived visitor counts for commercial locations

3D point cloud elevation and terrain data for property and land analysis

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

Property listing, transaction and market-agent data

Contractor liens for unpaid construction work

Land boundaries, title identifiers and parcel attributes

Building and renovation permit records

Properties in default before auction

UK regeneration areas, investment zones and place-based incentives

Historical and current rental market trend statistics

Properties repossessed by lenders after failed auction

Locating property owners and their contact information

Multifamily data near college and university campuses

UK property taxation, rating and valuation records

Government liens for unpaid property taxes

Property transaction and investment data where specialist tax advice may be required

Public transportation access and commute time data

Commercial and residential vacancy statistics by market

Walk Score, Transit Score, and Bike Score data

Approved exceptions to standard zoning rules