You can collect thousands of business reviews automatically with web scraping tools like LinkedIn Company Data Extractor. You can scrape business reviews and other business details like business name, hours of operation, rating, phone number, social media links, and more from a LinkedIn company profile using this LinkedIn contact extractor.