Use Cases for Property Data

Explore practical use cases for US property data. From property valuation to market analysis — see how data creates value.

Use cases

Industry solutions

See how different industries use property data and which sources matter most for your goals.

Real estate agents & appraisers

Client-ready comps, market context, and support for valuations.

MLS & sales history

Comparable sales, listings, and neighborhood trends from MLS and public records.

Tax & assessment

Assessed values, tax bills, and parcel boundaries from county assessors.

AVMs & valuation models

Automated valuations and risk signals from national data vendors.

GIS & parcel layers

Parcel geometry, flood zones, and environmental overlays for disclosures.

Primary sources:

County assessorsMLS vendorsNational aggregatorsFEMA / USGS

Investors & funds

Deal sourcing, underwriting inputs, and portfolio monitoring.

Market & economic indicators

Price trends, rent growth, and macro housing stats (e.g. FHFA, Census).

CRE fundamentals

Cap rates, occupancy, and operating benchmarks for income property.

Demographics & demand

Population, income, and migration patterns for market selection.

Distressed & recorded events

Foreclosure filings, liens, and ownership changes for opportunity screens.

Primary sources:

FHFACensus BureauCommercial data vendorsCounty recorder

Banks & mortgage lenders

Credit decisions, collateral review, and portfolio risk.

AVMs & collateral analytics

Model-based values and confidence scores for underwriting workflows.

Title & encumbrances

Deeds, mortgages, and lien positions from title plants and recorders.

Market volatility

HPI series and local price dispersion for stress testing.

Portfolio geography

Concentration by MSA, state, or property type using standardized IDs.

Primary sources:

CoreLogic / First AmericanCounty recorderCredit agenciesFHFA

Public sector & infrastructure

Planning, tax administration, and resident-facing services.

Parcel & addressing

Authoritative parcel IDs and situs addresses for permitting and billing.

Demographics & projections

Census and survey data for long-range planning.

Property tax rolls

Assessment rolls and exemption programs for fair taxation.

Environmental & hazard layers

Flood, wildfire, and regulated sites for land-use decisions.

Primary sources:

US CensusCounty GISState revenue departmentsEPA / FEMA

Developers & homebuilders

Feasibility, entitlement risk, and pipeline analytics.

Zoning & land use

Zoning districts, overlays, and entitlement history where published.

Supply & demand

Permits, starts, and absorption metrics for product planning.

Competition mapping

Active projects and pricing in the trade area.

Infrastructure access

Utilities, transit, and hazard constraints on raw land.

Primary sources:

Local open dataCensus / ACSBuilding permit feedsGIS vendors

PropTech & data products

API-first delivery, enrichment, and models on top of property truth sets.

Normalized attributes

Stable schemas for beds/baths, GLA, year built, and coordinates.

Real-time & bulk feeds

REST/GraphQL and file drops for pipeline integrations.

Match & entity resolution

Parcel keys and address geocoding for record linkage.

Historical archives

Time series for training features and backtesting.

Primary sources:

ATTOMLightBoxCherreCounty open data

Research & consulting

Market studies, policy analysis, and transparent sourcing.

Longitudinal series

Repeatable indices for prices, rents, and volumes.

Cross-sectional microdata

Household and housing characteristics where licensed.

Macro linkages

Rates, employment, and migration for scenario analysis.

International benchmarks

Comparable metrics when studying global capital flows.

Primary sources:

Census / BEAHousing agenciesAcademic datasetsListed data vendors

Property & asset operations

Facilities, energy programs, and portfolio upkeep.

Building characteristics

Physical attributes for maintenance planning and capex.

Utility & sustainability data

Benchmarks for efficiency upgrades and reporting.

Operating cost benchmarks

Expense ratios vs peers for asset management.

Compliance records

Recorded easements and HOA-related filings where applicable.

Primary sources:

Assessor detailUtility programsESCO partnersPublic records

Insurance carriers

Underwriting, catastrophe modeling inputs, and claims context.

Replacement cost drivers

Construction class, area, and COPE attributes.

Peril layers

Flood zones, wildfire risk, and wind/hail history.

Loss history signals

Where available, permits and catastrophe footprints.

Insurable value anchors

AVMs and cost manuals aligned to jurisdiction.

Primary sources:

FEMAUSGSState insurance dataNational hazard vendors

Accountants & advisors

Due diligence, fair value workpapers, and audit support.

Ownership & capital stack

Recorded interests for confirmation schedules.

Market evidence

Recent transactions and lease comps for testing assumptions.

Regulatory references

Official rolls and notices supporting impairments and allocations.

Documentation trails

Source URLs and timestamps for workpaper retention.

Primary sources:

County recorderTitle plantsListed brokersSEC filings (REITs)