In the following post, I will talk about the 2 best LinkedIn scraping tool that helps to extract data from LinkedIn profiles and search results. One of the following LinkedIn Extractor software scrapes only user profiles from LinkedIn. While the other software can scrape company profiles from LinkedIn.