LinkedIn Posts Scraper [NO COOKIES] ⚡ Search & Profiles

The #1 LinkedIn Scraper for 2025. Scrape LinkedIn Search Results, Profile Posts, and Company Updates instantly.

✅ NO COOKIES REQUIRED: We manage the accounts. You just scrape. ✅ ZERO RISK: Your personal LinkedIn account is never used. ✅ SEARCH & DISCOVERY: Find new leads by keyword, not just profile URL.

🚀 Features

• ⚡ Search Scraper: Scrape posts by keywords (e.g., "hiring engineer", "AI trends")
• 👤 Profile Scraper: Scrape all posts from specific LinkedIn profiles
• 🔓 No Login Needed: We handle the authentication infrastructure.
• 📊 Deep Data:
  • Post Content & Text
  • Media: High-res Images, Videos, Documents (PDFs)
  • Engagement: Reactions (Likes), Comments Count, Shares
  • Timestamps: Exact post dates
  • Author Details: Name, Headline, Profile URL
• 🛡️ Enterprise Grade: Built-in rate-limiting protection and proxy rotation.
• 💾 Export: JSON, CSV, Excel, HTML, XML

🎯 Use Cases

• Lead Generation: Find people hiring or asking for services (e.g., "looking for freelance developer").
• Brand Monitoring: Track mentions of your brand or competitors without logging in.
• Market Research: Analyze viral posts and trending topics anonymously.
• HR & Recruiting: Find candidates posting about job seeking.

📦 Input Parameters

Search Mode (Recommended ⚡)

• searchKeywords (string): Keywords to search (e.g., "hiring python developer").
• sortType (string): relevance (default) or date_posted.
• dateFilter (string): all, past-24h, past-week, past-month.
• resultLimit (integer): Max results to fetch (default: 50).

Profile Mode

• username (string): Single LinkedIn username (e.g., john-doe).
• usernames (array): List of usernames.
• maxPostsPerProfile (integer): Max posts per profile (default: 10).

Advanced (Optional)

• cookieString: If you prefer to use your own account (BYOC), you can still provide cookies here.
• delayBetweenRequests: Adjust scraping speed.

📊 Output Example

{
  "success": true,
  "username": "john-doe",
  "posts": [
    {
      "postUrn": "urn:li:activity:7123456789",
      "content": "Excited to announce our new product launch! 🚀 #tech #startup",
      "media_urls": [
        "https://media.licdn.com/dms/image/..."
      ],
      "reactionsCount": 150,
      "commentsCount": 42,
      "sharesCount": 12,
      "timestamp": "2h • ",
      "postedAt": "2023-10-27T10:00:00.000Z",
      "author": {
        "name": "John Doe",
        "profileUrl": "https://www.linkedin.com/in/john-doe"
      }
    }
  ]
}

🛠 Local Development

# Install dependencies
pip install -r requirements.txt

# Run locally
python -m src

📄 License

Apache 2.0