LAGIC
Lead Audience Growth Intelligence Computing
R

Reaction Scraper — LinkedIn | Lagic

Built ForB2B SalesMarketing AgenciesRecruiting & HR

Export the list of people who reacted to any LinkedIn post.

Curated by Lagic·Verified working

Configure Agent

The URN identifier for the query.

The type of reactions to retrieve. Defaults to ALL.

Page number for pagination.

Results to deliver

700 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

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

Sample Data Preview

The total number of reactions for the specified post.A list of profiles for each person who reacted, including their full name, job title, and company.The specific reaction type used by each person (e.g., LIKE, PRAISE, EMPATHY).A direct link to each reactor's LinkedIn profile.A status message confirming the completion of the extraction.
723Sample Text...Value...https://...Value...
330Sample Text...Value...https://...Value...
...............
Exports as:CSVXLSXJSON

Overview

Scrape the profiles of users who have reacted to a specific LinkedIn post. Get a list of likes, praise, or other reactions to gauge audience sentiment or identify engaged leads.

### Find Your Next Customers in Their Clicks A popular LinkedIn post is more than just a vanity metric; it's a list of potential customers, candidates, and partners who have publicly raised their hand to show interest. This tool extracts the profiles of every person who reacts to a specific LinkedIn post, turning passive engagement into an actionable list. ### How It Helps You Instead of just seeing the total number of likes, you get a detailed breakdown of *who* those people are. This is invaluable for several business functions: * **Sales & Lead Generation:** People who react to posts about a specific product, problem, or industry trend are signaling their interest. These are warm leads. You can export this list and use it for targeted outreach, knowing they're already familiar with the topic. * **Audience & Market Research:** Analyze the reactions on a competitor's post to understand their audience. What job titles and companies are most engaged? Use this data to refine your own content strategy and targeting. * **Recruiting:** A post about your company culture or a new role can attract passive candidates. Scrape the reactions to identify professionals who are interested in your company and add them to your talent pipeline. By providing the post's unique URN identifier, you can filter by reaction type—such as 'LIKE', 'APPRECIATION', or 'INTEREST'—to segment the audience based on their sentiment.

Key Capabilities

  • ✓ The total number of reactions for the specified post.
  • ✓ A list of profiles for each person who reacted, including their full name, job title, and company.
  • ✓ The specific reaction type used by each person (e.g., LIKE, PRAISE, EMPATHY).
  • ✓ A direct link to each reactor's LinkedIn profile.
  • ✓ A status message confirming the completion of the extraction.
  • ✓ Export a list of people who liked a competitor's product announcement for sales outreach.
  • ✓ Analyze the job titles of users who reacted to an industry news post for market research.
  • ✓ Build a list of potential candidates who showed 'Interest' in a company update.
  • ✓ Identify brand advocates by finding who consistently reacts with 'Praise' on your posts.
  • ✓ Gauge audience sentiment on a new feature by categorizing the reaction types.
  • ✓ Compile a list of engaged professionals from a thought leader's post to invite them to a webinar.
  • ✓ Clean a prospect list by cross-referencing it with people actively engaging with relevant content.

Field Dictionary

How To Run This Extractor

1

Find the LinkedIn post you want to analyze.

2

Copy the post's URN, which is the long string of numbers in the URL.

3

Paste the URN into the required input field.

4

Optionally, select a specific reaction type like 'LIKE' or 'INTEREST' to filter the results.

5

Run the tool to start the extraction process.

6

Download the collected list of profiles in your desired format, such as CSV or JSON.

Frequently Asked Questions

What is a LinkedIn post URN and how do I find it?
A URN is a unique identifier for a LinkedIn post. You can find it in the post's URL. It's the long string of numbers, typically after '/activity/urn:li:ugcPost:'.
Can I scrape reactions for a specific type, like only 'Praise'?
Do I need to be a developer to use this tool?
What formats can I export the data in?
Is it legal and safe to scrape LinkedIn reactions?
Can I use this for client work?
How many reactions can I scrape from a single post?
Can I schedule this tool to run automatically?
How fresh is the data?
Will this extract email addresses?