POI Data Sources, Licenses & Attribution

Published by DevIntel · Content reviewed 2026-10-22. Dataset snapshot dates are stated separately.

POI Data combines these sources. They have different update cycles, geographic coverage and category vocabularies. We make no claim that each source contributes to each region or each individual row.

• Overture Maps Foundation, Places — CDLA-Permissive-2.0
• Foursquare Open Source Places — Apache-2.0; NOTICE
• All the Places — CC0-1.0

What DevIntel changes

Mapped to one schema, de-duplicated across sources (same place within 100 m with a similar name), US addresses cleaned, and building footprints added from Overture buildings.

Attribution and redistribution

Deliveries must include source licenses, any required NOTICE and a note that data was modified. The DevIntel Data License Agreement describes the purchased product; it does not remove upstream obligations. Review the source licenses for your use case, including public sample redistribution.

Comparing sources fairly

Evaluate regional coverage, fields, licensing and operational effort using the same geography and dates. We have not published measured source-overlap results or a source-by-source accuracy benchmark.

Inspect before buying

Browse regional POI coverage and download actual CSV samples · Inspect schema and regional prices · Contact the team