The LinkedIn Company Scraper is a computer application that can scan the company pages of the LinkedIn website and extract data with one click. Business data extracted from LinkedIn can be exported to Excel or CSV sheets with the LinkedIn Contact Extractor. Hiring a software developer and paying the hourly rate is too expensive to build your own custom LinkedIn Data Extractor.