LinkedIn Profile Scraper & Personalized Outreach with PhantomBuster + GPT-4

This n8n workflow automates the extraction of LinkedIn profile data into structured outputs using PhantomBuster for scraping and GPT-4 for intelligent parsing and enrichment. It starts with input of LinkedIn URLs via manual trigger or Google Sheets, launches a PhantomBuster agent to scrape profiles, waits for completion, downloads the results, manages temporary files, and then uses GPT-4 to extract key details like name, headline, company, designation, industry, location, and recent roles. Optionally, it crafts personalized outreach messages.

The workflow outputs structured JSON or CSV ready for integration with CRMs like HubSpot, Google Sheets, or Airtable. Benefits include time savings on manual data entry, higher-quality leads with enriched insights, and scalable personalization at volume, reducing outreach fatigue.

Ideal for sales BDRs building prospect lists, recruiters sourcing candidates, and marketers for growth campaigns. Requires PhantomBuster setup with API key and LinkedIn cookies, plus OpenAI/GPT-4 API. Handles batch processing efficiently, making it a plug-and-play solution for high-value automation.