AI-Powered LinkedIn Lead Scraper

Extract high-quality B2B leads from LinkedIn without getting blocked. This script:

• Scrapes LinkedIn profiles without API access (using Selenium)
• Cleans data with OpenAI enrichment (identifies decision-makers)
• Exports to CSV/Google Sheets for sales teams

👉 Perfect for: SaaS companies, recruiters, and agencies needing targeted lead lists.

🚀 Key Features

• Human-like scraping (avoids IP bans)
• AI enrichment (extracts emails/company data via OpenAI)
• CRM-ready output (CSV, Airtable, or Google Sheets)

⚠️ Legal Note

This tool follows LinkedIn's robots.txt guidelines:

• No brute-force scraping (respects Crawl-Delay)
• For personal/ethical use only

⚙️ Tech Stack

• Python 3.10+
• Selenium (with undetected-chromedriver)
• OpenAI API (GPT-4 for data enrichment)
• Pandas (data cleaning)

🛠️ Installation

git clone https://github.com/abq2904/linkedin-lead-scraper-python.git
cd linkedin-lead-scraper-python
pip install -r requirements.txt

🎯 Usage

python scraper.py --query "CTO at SaaS startups in USA" --pages 5

📊 Output Example Name Title Company Email John Doe CTO @ScaleFast ScaleFast johndoe@scalefast.com 💼 Business Use Cases B2B Lead Generation: Find ideal customers for your SaaS product

Recruitment: Source passive candidates with specific skills

Competitor Analysis: Map org structures of rival companies

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