Linkedin Post Comments,Replies,Engagements Scraper | No Cookies

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies

by apimaestro

Need to understand what people are really saying about your industry on LinkedIn? This actor pulls everything from a LinkedIn post—not just the commen...

178,336 runs
2,235 users
Try This Actor

Opens on Apify.com

About Linkedin Post Comments,Replies,Engagements Scraper | No Cookies

Need to understand what people are really saying about your industry on LinkedIn? This actor pulls everything from a LinkedIn post—not just the comments, but the full conversation. It grabs all public replies, counts every reaction, and saves any images or documents attached, giving you the complete picture of any post's engagement. I use it for a few key things: tracking brand sentiment, researching competitors' content performance, and identifying potential leads from active commenters. Since it runs without needing your personal cookies, it's more reliable and avoids those annoying login blocks. You just feed it a list of post URLs, and it handles the rest in a batch. It’s straightforward: you get structured data (like JSON or CSV) with the comment threads, engagement stats, and media links ready for your analysis. Perfect for marketers, recruiters, or anyone who needs to move fast on LinkedIn insights without manual copying and pasting.

What does this actor do?

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies 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

  1. Click "Try This Actor" to open it on Apify
  2. Create a free Apify account if you don't have one
  3. Configure the input parameters as needed
  4. Run the actor and download your results

Documentation

🚀 Batch LinkedIn Post Comments & Replies Scraper Extract comments, replies, and engagement metrics from LinkedIn posts including author details, reaction counts, timestamps, and nested replies. ### For other LinkedIn actors, check: https://apify.com/apimaestro ## ✨ Key Features - No account needed: Don't risk your account security by sharing your cookies and don't get your account restricted or banned! - Comments and nested replies from LinkedIn posts - Author details for each comment and reply - Reaction counts by type (likes, appreciations, etc.) - Comment timestamps (both absolute and relative) - Support for multiple post formats and IDs - Sorting options (most relevant or most recent) - Ability to process posts in batches very fast ## 🔧 Usage ### Input Formats The actor accepts various LinkedIn post identifier formats: - Numeric post IDs: 7302346926123798528 - Activity URLs: https://www.linkedin.com/feed/update/urn:li:activity:7302346926123798528/ - Full post URLs: https://www.linkedin.com/posts/username_title-activity-7302346926123798528-dMnz ### Sorting Options You can choose how comments are sorted: - Most relevant (default): Shows the comments LinkedIn considers most engaging first - Most recent: Shows the newest comments first (may not always work for all posts) ## Pagination Support Each run returns up to 100 post data per page. Page Number is the field used for pagination. It's 1 by default. - Page 1: Returns results 1-100 - Page 2: Returns results 101-200 - Page 3: Returns results 201-300 - And so on... ## Output Structure The actor produces structured data for each comment and reply: json { "comment_id": "7302375502034411520", "text": "This is a great point! Healthcare professionals need...", "posted_at": { "timestamp": 1626782941000, "date": "2023-07-20 12:49:01", "relative": "2d" }, "is_edited": false, "is_pinned": false, "comment_url": "https://www.linkedin.com/feed/update/...", "comment_type": "comment", "author": { "name": "John Smith", "headline": "Healthcare Professional | Digital Health Advocate", "profile_url": "https://www.linkedin.com/in/johnsmith/", "profile_picture": "https://media.licdn.com/dms/image/..." }, "stats": { "total_reactions": 25, "reactions": { "like": 20, "appreciation": 3, "empathy": 2, "interest": 0, "praise": 0 }, "comments": 3 }, "post_input": "7302346926123798528" } For replies, additional fields are included: json { "comment_type": "reply", "parent_comment_id": "7302375502034411520" } ## Use Cases - Content analysis and sentiment tracking - Engagement monitoring for social media managers - Competitive intelligence gathering - Market research and consumer feedback analysis - Influencer research and audience analysis

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 Comments,Replies,Engagements Scraper | No Cookies now on Apify. Free tier available with no credit card required.

Start Free Trial

Actor Information

Developer
apimaestro
Pricing
Paid
Total Runs
178,336
Active Users
2,235
Apify Platform

Apify provides a cloud platform for web scraping, data extraction, and automation. Build and run web scrapers in the cloud.

Learn more about Apify

Need Professional Help?

Couldn't solve your problem? Hire a verified specialist on Fiverr to get it done quickly and professionally.

Find a Specialist

Trusted by millions | Money-back guarantee | 24/7 Support