Linkedin Post Reposts/Reshares Scraper (No Cookie)

🔍 What is LinkedIn Post Reposts Scraper?

LinkedIn Post Reposts Scraper automates the process of gathering publicly available reposts from LinkedIn posts. Simply provide one or more LinkedIn post URLs, and the scraper will fetch comprehensive repost details such as:

Repost Content:

• Repost URLs and timestamps
• Reposter information (name, profile picture, profile URL)
• Original post details and statistics

Engagement Data:

• Total reaction counts
• Individual reaction types (like, appreciation, empathy, interest, praise)
• Comment counts and share statistics
• Repost timestamps (both absolute and relative)

All extracted data is limited strictly to public information—nothing private or sensitive is collected.

💡 Why Scrape LinkedIn Post Reposts?

LinkedIn reposts provide valuable insights for professionals and businesses:

🔎 Content Amplification Analysis: Analyze which posts get the most reposts and understand content virality patterns.

🧠 Network Insights: Understand how content spreads through professional networks and identify influential reposters.

📈 Social Listening: Monitor how your content or industry topics are being shared across LinkedIn.

🤝 Relationship Building: Identify active content amplifiers and potential networking opportunities.

📊 Content Strategy: Research what content generates meaningful reposts and engagement.

🎯 Brand Monitoring: Track how your brand content is being shared and amplified.

⚖️ Is it Legal to Scrape LinkedIn Reposts?

We prioritize ethical scraping practices.

This scraper only extracts information that users have chosen to display publicly on their LinkedIn posts. It does not access private data, restricted content, or information behind login walls. All data collection follows LinkedIn's robots.txt guidelines and respects rate limits.

🚀 How to Use

1. Input Format: Provide LinkedIn post URLs

   • URL: hhttps://www.linkedin.com/posts/linkedin_add-job-preferences-activity-7208418413906464769-P2hn

2. Reposts Limit: Set maximum number of reposts to scrape per post (minimum 10, default 100)

3. Error Handling: Invalid post URLs or malformed URLs will be logged as errors in the dataset

4. Freemium Limits: Free users are limited to 4 posts per run with maximum 100 reposts per post (12 posts in total)

📊 Output Data Structure

The scraper returns comprehensive repost data including:

• Repost Content: URLs, timestamps, and metadata
• Reposter Info: Name, profile picture, and profile URL
• Engagement: Reaction counts and interaction data

🔧 Technical Features

• Error Handling: Comprehensive error reporting for failed requests
• Resume Capability: Can resume interrupted scraping sessions
• Concurrent Processing: Multiple workers for efficient data collection

⚠️ Important Notes

• Only LinkedIn posts are supported (other URLs will return errors)
• All data is publicly available information only
• Free tier limited to 4 posts per run with maximum 100 reposts per post (12 posts in total)
• Premium users have no limits
• Minimum 10 reposts per post (configurable maximum)

Input Schema

{
  "post_urls": [
    "https://www.linkedin.com/posts/linkedin_add-job-preferences-activity-7208418413906464769-P2hn",
    "https://www.linkedin.com/posts/0987654321"
  ],
  "max_reposts": 100
}