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LinkedIn Post Engagers - Likers, Commenters, Reposters — LinkedIn | Lagic

Built For

Identify and Analyze LinkedIn Post Engagers

Curated by Lagic·Verified working

Configure Agent

LinkedIn post URLs to scrape engagers from. Supports both regular feed posts and article URLs.

Which types of engagement to scrape

JSON array of cookies exported from your browser while logged into LinkedIn. Use the Cookie-Editor or EditThisCookie browser extension.

Maximum number of engagers to extract per post (across all engagement types)

Try to extract additional company information for each engager (slower)

Return mock data for testing without real scraping

URL to POST results when scraping completes

Platform type for proper payload formatting

Results to deliver

100 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

1 credit per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Engager's full name, first name, and last nameTheir LinkedIn profile URLCurrent job headline and companyTheir locationConnection degree (1st, 2nd, 3rd+)Type of engagement (like, comment, repost)
Sample Text...https://...Value...Value...Value...Value...
Sample Text...https://...Value...Value...Value...Value...
..................
Exports as:CSVXLSXJSON

Overview

This tool extracts detailed profiles of people who like, comment on, or repost LinkedIn content, providing their names, headlines, and company details to identify interested prospects or community members.

Understanding who engages with LinkedIn content is crucial for sales, marketing, and community building. This tool provides a direct way to gather insights into the audience interacting with specific posts, whether they are from your company, industry thought leaders, or competitors. ### What Data You Get For each person who engages with a LinkedIn post, you'll receive their full name, current job headline, the company they work for, their geographic location, and their LinkedIn profile URL. Crucially, you'll also see their connection degree (1st, 2nd, or 3rd+), which is invaluable for understanding your network reach and potential for direct outreach. For comments, the tool extracts the actual comment text and the number of likes it received. For reactions, it specifies the type of reaction (e.g., Like, Celebrate, Love). ### How It Helps Your Business By collecting this detailed engagement data, you can build targeted lead lists of individuals who have already shown interest in specific topics or content. This warms up your outreach efforts, making sales and networking more effective. Marketers can use the data to analyze content performance, identify influential community members, and refine future content strategies. It's also a valuable asset for competitive analysis, allowing you to see who is engaging with your rivals' content. ### Important Considerations To function, this tool requires you to provide LinkedIn cookies from a logged-in browser session. This ensures it operates as an authenticated user, which is necessary to access engagement data. For larger-scale extractions or consistent performance, using residential proxies is highly recommended. You can also choose to extract additional company information for each engager, though this will make the process slower, it provides richer data for deeper analysis.

Key Capabilities

  • Engager's full name, first name, and last name
  • Their LinkedIn profile URL
  • Current job headline and company
  • Their location
  • Connection degree (1st, 2nd, 3rd+)
  • Type of engagement (like, comment, repost)
  • Specific comment text and the number of likes on their comment (for comments)
  • Type of reaction (e.g., Like, Celebrate, Love) (for likes)
  • URL of the original post and its author
  • Timestamp of when the data was collected
  • Identify warm leads for sales outreach based on their specific content interests.
  • Analyze audience engagement on your company's posts to refine content strategy and topics.
  • Discover potential collaborators, community members, or influencers interacting with industry content.
  • Monitor competitor post engagement to understand their audience and market sentiment.
  • Segment engaged users for highly targeted advertising campaigns or personalized messaging.
  • Track key professionals who consistently interact with thought leadership content in your niche.
  • Generate detailed reports for clients on the performance and audience demographics of their LinkedIn posts.

Field Dictionary

How To Run This Extractor

1

Paste the LinkedIn post URLs you want to analyze into the 'Post URLs' field.

2

Select which engagement types (likes, comments, reposts) you wish to collect.

3

Provide your LinkedIn cookies, exported from your browser while logged into LinkedIn.

4

Optionally, set a maximum number of engagers per post or choose to include additional company details.

5

Run the tool to begin extracting the engagement data from the specified posts.

6

Receive a structured dataset containing detailed profiles of the engagers and their interaction specifics.

Frequently Asked Questions

Do I need coding skills to use this tool?
No, this tool is designed for users without coding knowledge. You only need to provide the required inputs.
What formats can I export the data in?
Is using this tool compliant with data privacy regulations?
Can I use this for client work?
How reliable is the data extraction?
Can I schedule recurring runs?
How fresh is the data?
How is the cost determined?
Why are LinkedIn cookies required?
What does 'Include Company Details' do?