How will you scrape an email on LinkedIn? To scrape an email on LinkedIn, you can either manually export it or make use of a LinkedIn email finder. Manually exporting emails from LinkedIn can only be finished for initial-diploma connections. To take action, go on your Data privacy options, create a report, and download it through the email you get.