LinkedIn Post Reactions Scraper

🚀 Extract LinkedIn Post Reactions in Seconds

This powerful LinkedIn scraper extracts detailed information about reactions to any LinkedIn post. Get comprehensive data including reaction type, reactor details, and more - all without needing a LinkedIn account.

For other LinkedIn actors, check: https://apify.com/apimaestro

✨ Key Features

• No account needed: No risk of account restrictions or bans
• Detailed reaction data: Get all reactions on any LinkedIn post
• Reaction types: Filter by specific reaction types (Like, Praise, Empathy, etc.)
• Reactor details: Names, headlines, profile URLs, and profile pictures
• Pagination support: Access all reactions for highly-engaged posts
• Structured data: Clean JSON format for easy analysis

🔧 Simple Usage

Simply provide a LinkedIn post URL or post ID to extract all reactions. The actor supports pagination to get all reactions for posts with high engagement.

Input Parameters

• post_url: LinkedIn post URL or ID (required)
• page_number: Page number for pagination (default: 1)
• reaction_type: Filter reactions by type (ALL, LIKE, PRAISE, EMPATHY, APPRECIATION, INTEREST)
• limit: Maximum number of results to return (1-100, default: 50)

Pagination Support

Each run returns up to 100 reactions per page.

Page Number is the field used for pagination. It's 1 by default.

• Page 1: Returns reactions 1-100
• Page 2: Returns reactions 101-200
• Page 3: Returns reactions 201-300
• And so on...

How to use pagination:

1. Start with page_number=1 to get the first 100 results
2. To see the next 100 results, set page_number=2
3. Continue incrementing the page number to see more results

Output Preview

{
  "reaction_type": "LIKE",
  "reactor": {
    "urn": "ACoAAANJH5ABQBGTZESH7RCoKqp5Cgb...",
    "name": "Himanshu Shek...",
    "headline": "Digital Transformation Leader | IT Strategy | BPM | Low Code No Code | Financial Services",
    "profile_url": "https://www.linkedin.com/in/ACoAAANJH5ABQBGTZESH7RCoKqp5Cgbqr...",
    "profile_pictures": {
      "small": "https://media.licdn.com/dms/image/v2/C5603AQH6Vnzpzl62eQ/profile-displayphoto-shrink_100_100/0/166080930484...",
      "medium": "https://media.licdn.com/dms/image/v2/C5603AQH6Vnzpzl62eQ/profile-displayphoto-shrink_200_200/0/16608093048...",
      "large": "https://media.licdn.com/dms/image/v2/C5603AQH6Vnzpzl62eQ/profile-displayphoto-shrink_400_400/0/1660809304...",
      "original": "https://media.licdn.com/dms/image/v2/C5603AQH6Vnzpzl62eQ/profile-displayphoto-shrink_800_800/0/16608..."
    }
  },
  "_metadata": {
    "post_url": "https://www.linkedin.com/posts/satyanadella_no-one-becomes-a-clinician-to-do-paperwork-activity-73023469261...",
    "page_number": 1,
    "reaction_type": "ALL"
  }
}

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Disclaimer: This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by LinkedIn Corporation. LinkedIn® is a registered trademark of LinkedIn Corporation. All trademarks are property of their respective owners.