What's included
A global points-of-interest dataset covering restaurants, shops, services, offices and public places. Each place carries a stable ID, name, normalized address, coordinates, a 400-category taxonomy, the brand where the place belongs to a chain, phone and website where published, opening hours and an open/closed flag verified daily.
How buyers use it
- Screen trade areas and competitor density for site selection
- Power local search, maps and store locators
- Size markets by counting outlets per category and region
- Enrich customer or transaction records with place categories
Coverage and methodology
Places are compiled from public business websites, official registries and partner feeds, then deduplicated by matching name, address and geometry. High-traffic places are reviewed by people; the rest are checked automatically every day against web and partner signals. Places that stop showing activity are marked closed rather than deleted, so history is preserved. Coverage is densest in North America and Europe, while categories and attributes are consistent across all 220 countries and territories. The dataset describes places only and contains no data about individuals or devices.