Extract & transform LinkedIn data with Bright Data MCP server and Google Gemini

Say goodbye to manual LinkedIn data extraction!

This automation scrapes LinkedIn profiles and company pages using Bright Data’s MCP Server, then transforms that raw data into clean, structured outputs using Google Gemini — all while instantly pushing results via webhook and saving a local copy.

Whether you're sourcing candidates, enriching lead lists, or powering AI tools with real-time professional data, this workflow makes it fast, reliable, and completely hands-off.

What it does:

🕵️ Scrapes LinkedIn profiles and companies using Bright Data’s MCP Server

🧠 Transforms raw data using Google Gemini LLM

💾 Saves structured data to disk for future use

📤 Sends the final data via webhook instantly

🔧 Includes setup instructions for MCP, Gemini API, and n8n

✅ Importable automation + setup guide included

Need help setting it up? We offer full configuration and testing for a one-time fee.