LINKEDIN SCRAPING: PRACTICAL GUIDELINES, SAFETY MEASURES, AND TOOLS

Summary from the TLDR Marketing newsletter

LinkedIn employs strict anti-scraping measures. Exceeding limits or accessing private data can result in account bans. Tools like Snov.io, Lemlist, and PhantomBuster streamline data extraction while offering features such as bulk scraping, email finding, and CRM integration. Scraping public data is generally legal but scrapers must adhere to local regulations like GDPR and LinkedIn's terms of service to avoid legal issues.