When scraping LinkedIn data, you can download a user’s LinkedIn email address if they are a 1st level connection – if they are 2nd or 3rd level, LinkedIn has set a limitation on this.
However, if the email address has been indicated by the LinkedIn user, our LinkedIn email scraper will pick this up regardless of the connection level.