LinkedIn Post Engagers Scraper

Extract everyone who engaged with any LinkedIn post - likers, commenters, and reposters. Perfect for finding warm leads interested in specific topics.

Features

• Likers with Reaction Types - Extract people who liked/reacted, including their reaction type (Like, Celebrate, Support, Love, Insightful, Funny)
• Commenters with Comment Text - Get commenters along with their actual comment and likes count
• Reposters - Identify people who shared/reposted the content
• Multi-Post Support - Scrape engagers from multiple posts in a single run
• Webhook Support - Send results directly to Zapier, Make, n8n, or custom endpoints
• Demo Mode - Test the output format without authentication

Use Cases

1. Warm Lead Generation - Find prospects who are already interested in topics related to your product
2. Topic-Based Prospecting - Identify decision-makers engaging with industry content
3. Competitor Audience Research - See who's engaging with competitor posts
4. Influencer Audience Analysis - Analyze the audience of industry thought leaders
5. Event Follow-Up - Extract attendees who engaged with event announcement posts

How to Get Post URLs

1. Find a LinkedIn post you want to scrape engagers from
2. Click the "..." (three dots) menu in the top-right of the post
3. Click "Copy link to post"
4. Paste the URL into the actor input

Input Examples

Basic Usage

{
  "postUrls": [
    "https://www.linkedin.com/feed/update/urn:li:activity:7123456789012345678"
  ],
  "engagementTypes": ["likes", "comments", "reposts"],
  "cookies": "[{\"name\":\"li_at\",...}]",
  "maxEngagersPerPost": 100
}

Likers Only

{
  "postUrls": [
    "https://www.linkedin.com/feed/update/urn:li:activity:7123456789012345678"
  ],
  "engagementTypes": ["likes"],
  "cookies": "[{\"name\":\"li_at\",...}]",
  "maxEngagersPerPost": 200
}

Multiple Posts

{
  "postUrls": [
    "https://www.linkedin.com/feed/update/urn:li:activity:7123456789012345678",
    "https://www.linkedin.com/feed/update/urn:li:activity:7234567890123456789",
    "https://www.linkedin.com/feed/update/urn:li:activity:7345678901234567890"
  ],
  "engagementTypes": ["likes", "comments"],
  "cookies": "[{\"name\":\"li_at\",...}]",
  "maxEngagersPerPost": 50
}

Output Format

Liker Output

{
  "linkedinUrl": "https://www.linkedin.com/in/sarah-johnson",
  "firstName": "Sarah",
  "lastName": "Johnson",
  "fullName": "Sarah Johnson",
  "headline": "CMO at GrowthTech | Marketing Strategy Expert",
  "currentCompany": "GrowthTech",
  "location": "New York, NY",
  "profilePicUrl": "https://media.licdn.com/...",
  "connectionDegree": "2nd",
  "engagementType": "like",
  "reactionType": "CELEBRATE",
  "postUrl": "https://linkedin.com/feed/update/urn:li:activity:...",
  "postAuthor": "John Doe",
  "scrapedAt": "2025-01-26T10:30:00.000Z"
}

Commenter Output

{
  "linkedinUrl": "https://www.linkedin.com/in/michael-chen",
  "firstName": "Michael",
  "lastName": "Chen",
  "fullName": "Michael Chen",
  "headline": "Founder & CEO | Building AI Products",
  "engagementType": "comment",
  "commentText": "Great insights! This really resonates with our approach.",
  "commentLikes": 12,
  "postUrl": "https://linkedin.com/feed/update/urn:li:activity:...",
  "postAuthor": "John Doe",
  "scrapedAt": "2025-01-26T10:30:00.000Z"
}

Reposter Output

{
  "linkedinUrl": "https://www.linkedin.com/in/emily-rodriguez",
  "firstName": "Emily",
  "lastName": "Rodriguez",
  "fullName": "Emily Rodriguez",
  "headline": "VP Sales @ Enterprise SaaS",
  "engagementType": "repost",
  "postUrl": "https://linkedin.com/feed/update/urn:li:activity:...",
  "postAuthor": "John Doe",
  "scrapedAt": "2025-01-26T10:30:00.000Z"
}

Pricing

This actor uses pay-per-event pricing:

Event	Price
Engager Scraped	$0.02 per engager

Tips for Best Results

1. Use Residential Proxies - Enable Apify Proxy with RESIDENTIAL group
2. Fresh Cookies - Re-export cookies if you encounter authentication errors
3. Respect Rate Limits - The actor handles pacing automatically, but avoid running many concurrent instances
4. Popular Posts First - Posts with more engagement provide more leads

Support

Built by John Rippy

For issues or feature requests, please contact via LinkedIn or visit johnrippy.link.