Linkedin Post Reactions Scraper
by apimaestro
Need to see who's engaging with LinkedIn content? This actor pulls every reaction from any public LinkedIn post, giving you the actual names, profiles...
Opens on Apify.com
About Linkedin Post Reactions Scraper
Need to see who's engaging with LinkedIn content? This actor pulls every reaction from any public LinkedIn post, giving you the actual names, profiles, and reaction types (like, celebrate, support) of everyone who interacted. It's perfect for marketers who want to identify hot prospects from a viral post, sales teams looking for warm leads who already care about a topic, or researchers analyzing audience sentiment. Instead of just seeing a number, you get a clean dataset of the people behind the reactions. You can see who's celebrating a company's announcement or supporting an industry take—these are real signals of interest. Just provide the LinkedIn post URL. The scraper handles the rest, navigating the page to collect all the data. You'll get structured results ready for a CRM, a spreadsheet, or further analysis. It’s a straightforward way to turn post engagement into a targeted contact list or a deeper understanding of your audience.
What does this actor do?
Linkedin Post Reactions Scraper is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
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 json { "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" } }
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try Linkedin Post Reactions Scraper now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- apimaestro
- Pricing
- Paid
- Total Runs
- 88,468
- Active Users
- 1,070
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