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Post Reactions Scraper for LinkedIn — LinkedIn | Lagic

Built For

Get a complete list of every person who reacted to any LinkedIn post.

Curated by Lagic·Verified working

Configure Agent

List of LinkedIn post identifiers. You can use either: - Full post URLs (e.g., '') - Post IDs (e.g., '7302346926123798528') - Comma-separated values will be split automatically

Page number for pagination (starts from 1). Same page number applies to all posts in batch mode.

Filter reactions by type (ALL returns all reaction types)

Limit the number of reactions per post (1-100)

Results to deliver

400 credits

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

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

Pricing

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

Sample Data Preview

Reactor's full nameReactor's professional headline (e.g., "CEO at Acme Corp")Direct URL to the reactor's LinkedIn profileReactor's profile picture URLs in various sizesThe specific reaction type they used (e.g., LIKE, PRAISE, EMPATHY)The original post URL for easy reference
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..................
Exports as:CSVXLSXJSON

Overview

Extract the names, headlines, and profile URLs of every user who has reacted to specific LinkedIn posts. Use this data to identify engaged leads, analyze audience sentiment, or find potential influencers.

This tool automates the process of collecting data on who engages with specific LinkedIn content. Instead of manually clicking through the list of reactions on a post, you can provide one or more post URLs and get back a structured data file (like a CSV or JSON) containing the professional details of every person who reacted. ### Who is this for? This is built for B2B sales teams, marketers, recruiters, and brand managers who understand that engagement is a strong buying signal. If someone reacts to a post about a specific product, industry problem, or company announcement, they are signaling interest. This tool turns that fleeting signal into a durable lead list. ### What you can do with the data * **Lead Generation:** Scrape reactions from a competitor's product launch post. The people who reacted are your ideal prospects. You get their name, professional headline, and a direct link to their profile for outreach. * **Audience Analysis:** Analyze the professional headlines of people who react to your company's posts. Are you reaching VPs of Engineering or Marketing Managers? The data provides clear insights into your audience's demographic makeup. * **Recruiting:** Find passive candidates by scraping reactions on posts from industry thought leaders or tech publications. People engaging with niche content are likely skilled in that area. * **Competitor Intelligence:** Monitor who engages with your competitors' content to understand their audience and spot potential opportunities for your own marketing or sales efforts.

Key Capabilities

  • Reactor's full name
  • Reactor's professional headline (e.g., "CEO at Acme Corp")
  • Direct URL to the reactor's LinkedIn profile
  • Reactor's profile picture URLs in various sizes
  • The specific reaction type they used (e.g., LIKE, PRAISE, EMPATHY)
  • The original post URL for easy reference
  • Total number of reactions for the post
  • Build a lead list of potential customers who reacted to a competitor's product announcement.
  • Identify potential job candidates by extracting reactors from posts about specific industry skills.
  • Analyze the professional makeup (by headline) of your own content's audience.
  • Find influencers by scraping reactions from the top posts under a specific hashtag.
  • Gather audience data for market research by analyzing who reacts to posts about industry trends.
  • Supply a sales team with a fresh list of engaged prospects from a recent webinar promotion post.
  • Monitor brand sentiment by filtering for specific reaction types on company announcements.

Field Dictionary

How To Run This Extractor

1

Find one or more LinkedIn posts you want to analyze.

2

Copy the full URLs or just the unique ID numbers from the posts.

3

Paste your list of URLs or IDs into the 'Post URLs or IDs' field.

4

Optionally, choose a specific 'Reaction Type' to filter for, like 'APPRECIATION'.

5

Set the limit of results per post, up to 100.

6

Run the tool and download your list of reactors as a CSV or JSON file.

Frequently Asked Questions

Do I need to be a developer to use this?
No, not at all. You just need to provide the URLs of the LinkedIn posts you want to scrape.
What formats can I export the data in?
Is it legal and safe to scrape LinkedIn post reactions?
How many reactions can I scrape at once?
Can I use this for client work?
How is this different from just looking at the reactions on LinkedIn?
How reliable is the data?
Can I schedule this to run automatically?
Can I filter by a specific reaction, like only people who used the 'Praise' reaction?
How many reactions can I get from a single post?
Can I scrape reactions from private posts or groups?