Every score traces back to a named, verifiable data source. No black boxes. Federal datasets, municipal records, and commercial APIs — combined for comprehensive coverage.
Business density, ratings, review counts, categories, and operational status.
View source →Open business place data with category classifications and geocoded locations.
View source →Business reviews, ratings, price levels, and transaction types.
View source →Business status tracking (open, closed, temporarily closed) for churn analysis.
Proprietary longitudinal POI tracking with rating deltas and status changes.
New business license applications and renewals indicating commercial formation and activity.
Migration flows measured by permanent address changes filed with USPS.
View source →Residential and commercial vacancy rates derived from mail delivery data.
View source →New residential address registrations indicating housing construction absorption.
Residential building permit filings indicating future housing supply.
Income, population density, age distribution, education levels at block group level.
View source →Longitudinal Employer-Household Dynamics for commute patterns and daytime population.
View source →Educational attainment levels by census tract for workforce quality assessment.
Annual population estimates between decennial censuses for density calculations.
Household size, type, and composition data for consumer profiling.
Quarterly Census of Employment and Wages — employment and wage data by county.
View source →Regional GDP data by metro area for economic productivity measurement.
View source →Bank branch deposit data indicating local capital accumulation and banking activity.
View source →Small business lending volume and approval rates by county.
View source →Employment growth projections by industry and occupation.
Building permit filings with type, value, and status from 10+ city APIs.
Multispectral satellite imagery for construction detection and land cover change analysis.
View source →Qualified Opportunity Zone census tract designations attracting investment capital.
View source →National building permit survey data for areas not covered by municipal APIs.
Proprietary construction activity index combining permit, satellite, and POI data.
Transit stop locations and service frequency from GTFS feeds and OpenStreetMap.
View source →Walkability, transit, and bike scores measuring pedestrian accessibility.
View source →Real-time and historical traffic flow data including speed and congestion levels.
View source →Broadband internet availability and speed data at census block level.
View source →EV charging station locations, types, and network information.
View source →Cell tower locations and 5G deployment density for mobile infrastructure readiness.
View source →Crime statistics by type (violent, property) at city and county level.
View source →Flood zone maps and risk classifications for property risk assessment.
View source →Environmental justice screening with air quality and hazard proximity indicators.
View source →Composite natural hazard risk scores covering earthquakes, hurricanes, wildfires, and 15 other hazard types at the census tract level.
View source →Real-time and historical Air Quality Index (AQI) data from monitoring stations nationwide.
View source →Neighborhood complaint density covering noise, sanitation, infrastructure, and quality-of-life issues from municipal 311 systems.
Job posting aggregation with salary, category, and company data.
View source →Event intelligence with attendance estimates for foot traffic prediction.
View source →School quality ratings and profiles for K-12 education assessment.
View source →Food desert and low-access area designations for neighborhood desirability.
View source →Local area unemployment statistics for consumer health assessment.
View source →Search interest data by metro area for real-time consumer demand and intent signals.
View source →Want to understand how these sources are combined?
View Methodology