Why Scrape LinkedIn Recruiter Profiles Data? There are plenty of social media sites you can use to scrape data from Facebook, Twitter, Instagram, just to name a few - and then there is LinkedIn Recruiter. I am a big fan of LinkedIn Recruiter for generating leads for my business and marketing campaigns. Currently, I am LinkedIn Recruiter Scraper enables you to scrape up to 1500-1800 profiles in a single session, which is convenient if you are running a big organization.