LAGIC
Lead Audience Growth Intelligence Computing
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LinkedIn Profile Comments Scraper (No Cookies) ✅ — linkedin | Lagic

Built ForB2B Sales & Lead GenerationMarketing & Advertising AgenciesVenture Capital & Private Equity

Analyze audience engagement by extracting all comments from any LinkedIn profile's posts.

Curated by Lagic·Verified working

Configure Agent

List of LinkedIn profile URLs to scrape comments from.

Maximum number of comments to scrape per each profile

Fetch posts no older than X time. Options: '24h', 'week', 'month'.

Results to deliver

200 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

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

Sample Data Preview

The full text of each commentCommenter's full name, job title, and LinkedIn profile URLThe exact date and time the comment was postedThe complete content of the original post that was commented onOriginal post author's name and profile URLEngagement metrics for the original post (likes, comments, shares)
Value...https://...2026-04-05Value...https://...Value...
Value...https://...2026-04-05Value...https://...Value...
..................
Exports as:CSVXLSXJSON

Overview

Extract all comments from the posts of specific LinkedIn profiles, without needing to log in. Analyze audience sentiment, find engaged users for outreach, and monitor competitor content strategies.

This tool gathers all the comments made on a LinkedIn user's recent posts. By providing a list of LinkedIn profile URLs, you can collect a detailed dataset of audience conversations, ideal for competitor analysis, lead generation, and market research. ### Understand Your Competitors' Audience Instead of just looking at a competitor's posts, this tool allows you to see exactly what their audience is saying. You can analyze the sentiment in the comments, identify recurring questions or pain points, and see which topics generate the most discussion. This insight is critical for refining your own content strategy and messaging. ### Find Your Next Customers Comment sections are a rich source of potential leads. People who actively comment on posts from industry leaders or competitors are often expressing needs, asking questions, or signaling interest in a topic related to your business. This tool extracts not only the comment text but also the commenter's name, job title, and a direct link to their LinkedIn profile, creating a ready-made list for targeted outreach. ### How It Works Without Your LinkedIn Account One of the main advantages is that you don't need to provide your LinkedIn cookies or be logged in to use it. The process runs independently, ensuring your personal account remains separate and secure while you gather public data. The output is comprehensive, providing the comment, replies, commenter details, and full context of the original post, including its own engagement metrics (likes, shares, etc.). This gives you a complete picture of the conversation around a profile's content.

Key Capabilities

  • The full text of each comment
  • Commenter's full name, job title, and LinkedIn profile URL
  • The exact date and time the comment was posted
  • The complete content of the original post that was commented on
  • Original post author's name and profile URL
  • Engagement metrics for the original post (likes, comments, shares)
  • Reaction counts for the comment itself
  • Full data for any replies to the primary comment
  • A direct URL to the specific comment on LinkedIn
  • Analyze comments on a competitor CEO's posts to gauge market sentiment and identify key talking points.
  • Build a lead list by extracting engaged users from an industry influencer's comment sections.
  • Monitor brand mentions and keyword usage in the comments of key opinion leaders.
  • Gather qualitative feedback on industry topics by analyzing discussions on posts from subject matter experts.
  • Identify potential podcast guests or collaborators by finding insightful commenters on relevant posts.
  • Track the public reception of a new product by scraping comments from the founding team's LinkedIn profiles.
  • Map out professional communities by identifying who consistently engages with a specific set of profiles.

Field Dictionary

How To Run This Extractor

1

Create a list of the LinkedIn profile URLs you want to analyze.

2

Paste the URLs into the 'Profiles' input field.

3

Set the maximum number of comments you want to retrieve from each profile.

4

Optionally, use the 'Posted Limit' filter to only get comments on recent posts.

5

Run the tool to start the extraction process.

6

Download the collected data as a CSV, JSON, or Excel file.

Frequently Asked Questions

Do I need to be logged into LinkedIn or provide cookies?
No. This tool operates without requiring your LinkedIn cookies or an active login session, which helps protect your personal account.
What's the difference between this and a post comments scraper?
Can I get comments from posts older than one year?
In what format can I export the data?
Is it legal to scrape comments from LinkedIn?
How many comments can I scrape at once?
Is this tool suitable for client work at an agency?
How reliable is the data extraction?
Can I schedule this tool to run automatically?
How fresh is the data?