Simply search for a business type on Google Maps, click the extension icon, and it will automatically identify the table of results. It supports "infinite scroll" or "next button" clicking to crawl through multiple pages.
If you have basic technical knowledge, the gosom/google-maps-scraper on GitHub is the most powerful free tool available. Because it is open-source under the MIT license, there are no "per-lead" costs or subscription fees. omkarcloud/google-maps-scraper - GitHub
Outscraper is a cloud-based platform that offers a significant free tier for new users. Unlike browser extensions, it runs on Outscraper's servers, meaning it won't slow down your computer or risk your personal IP address.
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