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AI Agent: Find the Right LinkedIn Profiles in Seconds

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Created by: Badr || b4dr

Badr

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Last update 5 months ago

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Automate LinkedIn Prospecting with AI Agent and Get Results Straight to Google Sheets!

A practical AI-powered workflow that helps you find relevant LinkedIn profiles using natural language queries and saves the results automatically to Google Sheets.

🎯 What It Actually Does

  • Accepts natural language requests (e.g., "Find marketing managers in Paris")
  • Uses AI to extract search parameters:
    • Job titles
    • Industry
    • Location
  • Searches for matching LinkedIn profiles
  • Saves profile URLs and titles to Google Sheets

🛠️ Technical Components

  1. AI Query Processor

    • Converts natural language to structured search parameters
    • Handles various input formats and languages
    • Maintains context for accurate parameter extraction
  2. Search Engine Integration

    • Uses Google Custom Search API
    • Handles pagination for multiple results
    • Filters for actual LinkedIn profile URLs
  3. Data Storage

    • Automatically saves to Google Sheets
    • Stores profile titles and URLs
    • Easy to access and export

📋 Prerequisites

  • OpenAI API key
  • Google Custom Search API credentials
  • Google Sheets access

💡 Adaptation Possibilities

This template can be modified to scrape other websites by:

  • Changing the search domain in the HTTP Request node
  • Adjusting the URL filter in the Code node
  • Modifying the column structure in Google Sheets
  • Updating the AI prompt for different parameter extraction

Example adaptations:

  • Twitter profile finder
  • GitHub repository search
  • Company website finder
  • Professional blog discovery

🔧 Setup Instructions

  1. API Setup

    • Configure Google Custom Search API
    • Set up OpenAI API
    • Prepare Google Sheets
  2. Workflow Configuration

    • Import both workflows
    • Connect your API credentials
    • Set up your Google Sheet
    • Test with a sample query

📝 Usage Example

Input: "Find software developers in London working in fintech"
Output: A Google Sheet containing:

  • LinkedIn profile URLs of software developers
  • Profile titles/headlines
  • Ready for your review and outreach

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