Unlock innovation with the most accurate dataset of US commercial POIs and their visitors.
Most accurate building polygons and points of interest (POI) metadata for commercial locations in US (5MM+).
POI visitor traffic and demographic aggregations such as visitors, their home and work, and other POIs they visit.
Enrich your POI data with all SafeGraph data: polygons, brand metadata, footfall, demographics, etc.
Provide your human movement data (GPS signals) and receive accurate POI visits.
Business name, street address, NAICS categorization, open hours and more are available for each POI (5MM+). Brand identification available for the top 3,000 brands through advanced semantic heuristics.
Places are identified in the context of their spatial hierarchy where sub-stores are specified and tied to their parent (containing) stores (e.g. McDonald's inside an airport).
Onboard data from thousands of diverse sources (that all have strengths and weaknesses).
Compare, de-dupe, cross reference, and merge. Most accurate info is kept, bad data is discarded.
Use machine learning and human feedback to programmatically shape the best polygons.
Algorithmically classify spatial hierarchy. POIs (like restaurants) can exist within other POIs (like airports).
SafeGraph leverages unique truth sets to continually improve the accuracy of our Places.
Places updates are delivered on a monthly basis. Other POI vendors deliver updates every 3-6 months.
That's it – that's all we do. We want to understand the physical world and power innovation through open access to geospatial data. We believe data should be an open platform, not a trade secret. Information should not be hoarded so that only a few can innovate.