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Get a List Of answers a plain question: where can I get a list of dentists (or plumbers, cafes, accountants) in this city?
Pick a kind of business and a city and you get the list: real named businesses from OpenStreetMap with street, postcode, neighbourhood and coordinates, plus the website and phone where the map has one. 56 kinds of business across 84 cities, 2,207 lists in all, each one a free CSV you can open in Excel or Google Sheets. Every list marks its gaps, such as the businesses with no website listed.
The lists are free to read and download, with no signup. They carry the OpenStreetMap licence: credit the contributors and share changed copies alike. When you need emails, ratings and every business Google Maps shows, each list page explains how to get the complete version from third-party data tools, which are paid.