LinkedIn Scraper is a web-based tool that allows users to extract data from LinkedIn:
- Company Followers Scraper – Extract followers of a LinkedIn company page.
- Post Likers Scraper – Get a list of users who liked a specific LinkedIn post.
This tool enables users to scrape LinkedIn data with a simple UI and download the results as a CSV file.
Built with:
- Frontend: HTML, CSS, JavaScript (No jQuery, pure JS)
- Backend: Flask (Python)
- Data Output: CSV file download
✅ Scrape Company Followers
✅ Scrape Post Likers
✅ Validate LinkedIn URLs (Company & Post)
✅ Download CSV Files Directly
⚠️ Using LinkedIn's Hidden APIs
This scraper uses LinkedIn's private (undocumented) APIs to fetch follower and post-like data.
Since these APIs are not officially supported by LinkedIn:
- They may stop working at any time if LinkedIn changes its internal API structure.
- Scraping LinkedIn data may violate LinkedIn's Terms of Service – Use responsibly.
- You may need to update cookies/session headers periodically to maintain access.
Backend (Flask & Python)
pip install -r requirements.txtStart the Flask server:
python main.py- Simply open the index.html file in your browser.
- Company Followers Scraper - Scrapes followers from a LinkedIn company page.
- Post Likers Scraper - Scrapes users who liked a specific LinkedIn post.
- Company URL Format:
https://www.linkedin.com/company/12345678/admin/dashboard/- POST URL Format:
https://www.linkedin.com/feed/update/urn:li:activity:1234567890/- The scraper starts, and a loading animation appears on the button.
- Once completed, the CSV file automatically downloads.
- The scraped data is saved in a CSV file, ready for analysis
Website Url: https://linkedin-scraper-qcwi.onrender.com/