Ignite your creativity with unparalleled Points-of-Interest (POI) data, comprehensive business listings, and insights into store visitor behavior across the United States. This extensive dataset features approximately 5 million POIs, encompassing every venue where consumers spend their money, including prominent retail chains, shopping centers, convenience stores, airports, and more. Additionally, it provides analytics on store visits, foot traffic statistics, and demographic insights related to POIs. The data can address critical questions such as the frequency of visits to stores, the origins of visitors, and their other shopping preferences. Effortlessly merge your current POI information with SafeGraph's enhanced Places data, which includes details like business categories, operating hours, visitation counts, and peak times. More than 5,000 leading brands are mapped to over 1 million points of interest, ensuring a comprehensive view. Locations that generate noise, such as ATMs and Red Box kiosks, are excluded from the dataset, as are closed businesses and irrelevant entities like home-based LLCs lacking employees. This meticulous curation guarantees that you receive only the most relevant and actionable insights for your commercial endeavors.