The Source of Truth for Physical Places

Unlock innovation with the most accurate dataset of US commercial POIs and their visitors.

Thank you! We'll be in touch shortly to provide a data sample.
Check out our blog or technical documentation in the meantime.
Oops! Something went wrong while submitting the form. Feel free to email us if the issue persists.

Industry leading location stacks run on SafeGraph

Places

Most accurate building polygons and points of interest (POI) metadata for commercial locations in US (5MM+).

Pulse

POI visitor traffic and demographic aggregations such as visitors, their home and work, and other POIs they visit.

Match

Enrich your POI data with all SafeGraph data: polygons, brand metadata, footfall, demographics, etc.

Attribute

Provide your human movement data (GPS signals) and receive accurate POI visits.

Truth seeking requires complex data organization


Complete POI & Brand Information

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.


Spatial Hierarchy


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).

Algorithmically combining the best of all data sources

Ingest

Onboard data from thousands of diverse sources (that all have strengths and weaknesses).

Merge

Compare, de-dupe, cross reference, and merge. Most accurate info is kept, bad data is discarded.

Draw

Use machine learning and human feedback to programmatically shape the best polygons.

Classify

Algorithmically classify spatial hierarchy. POIs (like restaurants) can exist within other POIs (like airports).

Verify

SafeGraph leverages unique truth sets to continually improve the accuracy of our Places.

Repeat

Places updates are delivered on a monthly basis. Other POI vendors deliver updates every 3-6 months.

Ready to analyze or develop?

Get in touch to learn more or receive a data sample.

Thank you! We'll be in touch shortly to provide a data sample.
Check out our blog or technical documentation in the meantime.
Oops! Something went wrong while submitting the form. Feel free to email us if the issue persists.

SafeGraph is just a data company

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.