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Linkedin Post Comments Scraper — LinkedIn | Lagic

Built For

Extract all comments from any public LinkedIn post for audience analysis and lead generation.

Curated by Lagic·Verified working

Configure Agent

The URN identifier for the query.

Required when fetching the next result page. Please use the token from the result of your previous call.

Page number for pagination.

Default value: Most relevant. Possible values: Most relevant, Most recent

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

A list of all comments on the specified postThe full text of each commentProfile data for each commenter (e.g., name, headline, profile URL)Total number of comments foundA pagination token to retrieve the next page of results for posts with many comments
Value...Value...https://...143Value...
Value...Value...https://...319Value...
...............
Exports as:CSVXLSXJSON

Overview

Scrape all comments from a public LinkedIn post to analyze audience sentiment, identify potential leads, or research competitor engagement. Provides the comment text, commenter profile data, and total comment counts.

This tool extracts the complete list of comments from any public LinkedIn post. It's designed for marketers, sales teams, and brand strategists who need to move beyond manually scrolling through comment threads and get structured data for analysis. LinkedIn's interface is built for viewing, not for analysis. When a post receives hundreds of comments, it's impossible to get a clear picture of the overall sentiment, identify key themes, or spot potential leads. This tool solves that by pulling all comments into a single dataset you can download and analyze. You provide the unique URN of a LinkedIn post, and the tool returns the text of each comment, along with key information about the person who wrote it. This allows you to quantify feedback, find people asking buying-intent questions, or see how audiences are reacting to a competitor's content. You can sort comments by 'Most relevant' or 'Most recent' to focus your analysis.

Key Capabilities

  • ✓ A list of all comments on the specified post
  • ✓ The full text of each comment
  • ✓ Profile data for each commenter (e.g., name, headline, profile URL)
  • ✓ Total number of comments found
  • ✓ A pagination token to retrieve the next page of results for posts with many comments
  • ✓ Lead Generation: Monitor posts from industry leaders or competitors to find users asking questions or expressing needs that your product can solve.
  • ✓ Sentiment Analysis: Export all comments from a company announcement or product launch to gauge audience reaction and identify points of confusion or excitement.
  • ✓ Competitor Research: Analyze the comment sections of your competitors' top-performing content to understand their audience's pain points and engagement strategies.
  • ✓ Content Strategy: Identify frequently asked questions and popular discussion topics within comments to generate ideas for future articles, posts, and webinars.
  • ✓ Influencer Identification: Spot influential professionals and subject matter experts who consistently engage with content in your niche.
  • ✓ Community Management: Archive and track feedback from your own posts to ensure all user queries are addressed and to measure community health over time.

Field Dictionary

How To Run This Extractor

1

Navigate to the public LinkedIn post you want to analyze.

2

Copy the post's unique URN from the web address in your browser.

3

Paste the URN into the designated input field.

4

Select whether to sort comments by 'Most relevant' or 'Most recent'.

5

Run the tool and download your data from the results tab.

Frequently Asked Questions

What is a LinkedIn Post URN and where do I find it?
The URN is a unique identifier for a LinkedIn post. You can find it in the post's URL. It's the long string of characters that typically starts with 'urn:li:activity:...'. For example, in the URL '.../feed/update/urn:li:activity:718.../', the URN is 'urn:li:activity:718...'.
Can I scrape comments from a private post or a post in a private group?
Do I need to be logged into LinkedIn for this to work?
What's the difference between 'Most relevant' and 'Most recent' sorting?
How many comments can I extract from a single post?
Is it legal to scrape LinkedIn comments?
What format does the data come in?
Can I schedule this tool to run automatically?
Is this suitable for client work at an agency?
How is the cost determined?