Built 300M LinkedIn Leads Database Using Automation + AI

Been messing with automation + AI for over a year along side with my team and ended up building a system that scraped 300 million+ leads from LinkedIn. Used a mix of:

  • Multiple Sales Nav accounts
  • Rotating proxies & custom scripts
  • Headless browsers & queue-based servers
  • ChatGPT for data cleaning & enrichment

Honestly, the setup was painful at times (LinkedIn doesn’t play nice), but the results were wild. If you’re into large-scale scraping, lead gen, or just curious how this stuff works under the hood, happy to chat.

I packaged everything into a cleaned database way cheaper than ZoomInfo/Apollo if anyone ever needs it. It’s up at Leadady .com, one-time payment, no fluff.

submitted by /u/Dreamer_made
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