Active in Pipeline demographics
American Community Survey 5-year U.S. Census Bureau
Population, households, income, commuting, education, housing, and affordability context.
Coverage: national
annual / 5-year estimates Active in Pipeline business formation
Business Formation Statistics U.S. Census Bureau
Business applications, high-propensity applications, and projected formations.
Coverage: national
monthly and annual Extracted Signals
business applications high-propensity applications projected formations startup momentum
Active in Pipeline poi competition
County Business Patterns U.S. Census Bureau
Establishment counts, employment, and payroll by NAICS at county scale.
Coverage: county / national
Extracted Signals
establishments employment payroll competition +1 more
Active in Pipeline poi competition
ZIP Code Business Patterns U.S. Census Bureau
ZIP-level establishment and payroll context where available.
Extracted Signals
zip supply density establishments competition payroll
Active in Pipeline employment workforce
Quarterly Census of Employment and Wages Bureau of Labor Statistics
Employment, wages, and establishment counts by industry with strong coverage.
Coverage: county / metro / state / national
Extracted Signals
employment wages establishments labor market strength
Active in Pipeline mobility access
LEHD LODES / OnTheMap U.S. Census Bureau
Worker flows, daytime population, and commute context at fine geographic scales.
Coverage: block / tract / county / national
annual or release-based Extracted Signals
daytime population home-work flows commute pull trade area
Active in Pipeline demographics
BEA Regional Economic Accounts Bureau of Economic Analysis
County GDP, income, and regional macro context.
Coverage: county / metro / national
Extracted Signals
GDP personal income macro trend regional strength
Active in Pipeline poi competition
Overture Maps Places Overture Maps Foundation
Open POI and place coverage for global competitor and amenity density.
Coverage: global
release-based Extracted Signals
POI density competitor counts amenity counts global base layer
Active in Pipeline mobility access
OpenStreetMap OpenStreetMap Contributors
Open roads, amenities, buildings, and transport features.
Coverage: global
continuous / extract-based Extracted Signals
roads amenities buildings transit +1 more
Active in Pipeline search market intent
Google Search Console Google
Owned search telemetry for impressions, clicks, queries, and pages.
Coverage: owned pages
daily / weekly / monthly Extracted Signals
queries impressions clicks CTR +1 more
Active in Pipeline search market intent
Bing Webmaster Tools Microsoft
Secondary owned search telemetry outside Google.
Coverage: owned pages
daily / weekly Extracted Signals
queries impressions clicks CTR +1 more
Active in Pipeline search market intent
Google Ads Keyword Planner Google
Approximate keyword volume, competition, and CPC proxies.
Coverage: national / configurable
Extracted Signals
keyword volume competition CPC commercial intent
Active in Pipeline search market intent
Microsoft Ads Keyword Planner Microsoft
Bing-oriented keyword discovery and competition proxy.
Coverage: national / configurable
Extracted Signals
keyword volume competition CPC B2B intent
Active in Pipeline search market intent
First-Party Product Telemetry Internal
Landing-page, report, pricing, API, and checkout behavior.
Coverage: owned pages and product surfaces
Extracted Signals
page views report starts pricing clicks checkout +1 more
Active in Pipeline demographics
IRS SOI ZIP Income Internal Revenue Service
ZIP-level income and wealth context.
Extracted Signals
income wealth zip context
Active in Pipeline real estate housing
FHFA House Price Index Federal Housing Finance Agency
Housing price context and trend signals.
Coverage: metro / state / national
quarterly / monthly by series Extracted Signals
home prices price trend housing pressure
Active in Pipeline real estate housing
HUD USPS Vacancy HUD
Quarterly vacancy and address churn proxy.
Coverage: national / selected geographies
Extracted Signals
vacancy churn housing pressure
Active in Pipeline public sector risk
FEMA National Risk Index FEMA
Hazard risk and resilience context.
Coverage: county / tract / national
Extracted Signals
risk hazards resilience
Active in Pipeline public sector risk
CDC PLACES CDC
Local health indicators and wellness context.
Coverage: county / tract / national
Extracted Signals
health wellness chronic conditions
Active in Pipeline public sector risk
FCC Broadband Map FCC
Broadband access and infrastructure context.
Extracted Signals
broadband access digital infrastructure
Active in Pipeline poi competition
NPI Registry CMS
Healthcare provider locations and taxonomy.
Extracted Signals
provider locations specialty practice density
Active in Pipeline public sector risk
HIFLD Open Data HIFLD
Institutional facilities and public infrastructure context.
Extracted Signals
facilities infrastructure institutions
Active in Pipeline mobility access
GTFS Transit Feeds Various Agencies
Transit service and accessibility context.
Coverage: selected metros
varies by agency Extracted Signals
transit access service frequency stops routes
Active in Pipeline mobility access
DOT Traffic Counts Various DOTs
Traffic counts and roadway access context.
Coverage: selected states and metros
varies by agency Extracted Signals
traffic access roadway movement
Planned Ingestion access reality
USGS Protected Areas Database (PAD-US) USGS
National inventory of terrestrial and marine protected areas.
Extracted Signals
protected areas
Planned Ingestion access reality
BLM Surface Management Polygons BLM
Public land management and ownership.
Extracted Signals
public land
Planned Ingestion access reality
USFS Geospatial Data Discovery USFS
Forest service trails and facilities.
Extracted Signals
forest trails
Planned Ingestion environmental reality
NLCD / MRLC (Land Cover) MRLC
National land cover database.
Extracted Signals
land cover
Planned Ingestion environmental reality
LANDFIRE LANDFIRE
Wildfire and vegetation data.
Extracted Signals
wildfire risk
Planned Ingestion environmental reality
EPA AirData EPA
Air quality monitoring data.
Extracted Signals
air quality
Planned Ingestion environmental reality
AirNow AirNow
Real-time air quality.
Coverage: national
continuous Planned Ingestion environmental reality
OpenAQ OpenAQ
Global air quality open data.
Coverage: global
continuous Extracted Signals
air quality
Active in Pipeline environmental reality
EPA EJScreen EPA
Environmental justice screening tool.
Planned Ingestion environmental reality
VIIRS Night Lights NASA
Nighttime satellite imagery for human activity.
Extracted Signals
night lights
Planned Ingestion environmental reality
EPA Water Quality Portal EPA
Water quality data.
Extracted Signals
water quality
Planned Ingestion environmental reality
FAA Noise Data FAA
Aviation noise contours.
Planned Ingestion infrastructure reality
DOE/EIA (Energy/Outages) DOE/EIA
Energy production and outage data.
Extracted Signals
energy outages
Planned Ingestion infrastructure reality
NREL Alternative Fuels Data Center NREL
Electric charging and alternative fuel stations.
Extracted Signals
EV charging
Planned Ingestion infrastructure reality
OpenChargeMap OpenChargeMap
Global open database of EV charging stations.
Coverage: global
continuous Planned Ingestion cost volatility risk
FEMA Flood Map Service Center FEMA
Flood risk zones and maps.
Extracted Signals
flood risk
Planned Ingestion cost volatility risk
NOAA Climate Normals NOAA
Long-term climate averages.
Coverage: national
10-year / annual Planned Ingestion cost volatility risk
DOE LEAD Tool DOE
Energy burden and affordability data.
Extracted Signals
energy burden
Planned Ingestion regulatory business friction
Municode (Municipal Codes) Municode
Local municipal and zoning codes.
Planned Ingestion regulatory business friction
OpenGov OpenGov
Local government performance and transparency data.
Extracted Signals
government data
Planned Ingestion regulatory business friction
Accela Accela
Permitting and licensing data.
Planned Ingestion daily life social context
USDA Food Access Research Atlas USDA
Food deserts and grocery access.
Planned Ingestion daily life social context
NHTSA FARS (Traffic Safety) NHTSA
Fatal accident reporting system.
Extracted Signals
traffic safety
Planned Ingestion daily life social context
IPEDS / NCES (Education) NCES
School locations and education stats.
Extracted Signals
education stats
Planned Ingestion daily life social context
Apprenticeship.gov DOL
Apprenticeship programs and locations.
Extracted Signals
apprenticeships
Planned Ingestion built form history
Microsoft Global ML Building Footprints Microsoft
Building footprints detected from satellite.
Extracted Signals
buildings
Planned Ingestion built form history
OpenAddresses OpenAddresses
Global address data points.
Coverage: global
continuous Extracted Signals
addresses
Planned Ingestion built form history
National Register of Historic Places NPS
Historic buildings and districts.
Extracted Signals
historic places
Planned Ingestion place texture
EPA Smart Location Database EPA
Built environment and transit accessibility.
Planned Ingestion place texture
U.S. Religion Census / ARDA ARDA
Religious congregations and adherents.
Extracted Signals
religion
Planned Ingestion place texture
MIT Election Data and Science Lab MIT
Election returns and voting patterns.
Extracted Signals
politics
Planned Ingestion place texture
USDA ERS RUCA USDA
Rural-urban commuting area codes.
Extracted Signals
urbanization
Planned Ingestion place texture
IRS Migration Data IRS
County-to-county migration flows.
Extracted Signals
migration
Planned Ingestion place texture
CMS Provider Data Catalog CMS
Healthcare provider locations and stats.
Extracted Signals
healthcare
Planned Ingestion recreation
Recreation.gov / RIDB RIDB
Federal recreation areas and bookings.
Extracted Signals
recreation
Active in Pipeline recreation
National Park Service API NPS
National park points of interest and alerts.
Coverage: national
continuous Extracted Signals
national parks activity diversity
Planned Ingestion recreation
OpenAIP OpenAIP
Aeronautical data for general aviation.
Coverage: global
continuous Extracted Signals
aviation
Planned Ingestion recreation
USGS Water Data (NWIS) USGS
Stream gauges and water flow.
Coverage: national
continuous Extracted Signals
water flow
Planned Ingestion recreation
NOAA Marine/Coastal Data NOAA
Tides and currents data.
Coverage: national
continuous Planned Ingestion recreation
FAA Airport Data FAA
Public and private airport data including runways and seaplane bases.
Extracted Signals
aviation