SafeGraph Places is a highly accurate point of interest (POI) dataset with business listing and geospatial point and geometry data for places where people spend money. ArcGIS users can access all ~5MM commercial POIs for free on the ArcGIS Marketplace.
Retail site selection — Identify current store locations in a neighborhood or area to determine the largest opportunity.
Retail analytics — Assess how the proximity of competition affects store performance.
Consumer insights — Determine the types of demographics that impact businesses.
Commercial real estate — Assess which locations might best attract consumers.
Urban development — Determine where investments should be made.
Emergency planning and public safety — Identify what resources are available in different neighborhoods.