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Linkedin Profile Comments Scraper (No Cookie) — LinkedIn | Lagic

Built For

Extract all public comments made by any LinkedIn user, along with the posts they commented on.

Curated by Lagic·Verified working

Configure Agent

List of LinkedIn usernames or profile URLs to scrape comments from. Enter one username/URL per line. URLs will be automatically converted to usernames.

Maximum number of comments to scrape from each profile. Minimum is 10 comments. Default is 10.

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

Comment text and direct linkTimestamp of when the comment was madeTotal reactions and replies for the commentBreakdown of reactions (likes, praise, interest, etc.)Commenter's full name, subtitle, and profile URLOriginal post text, URL, and author details
https://...2026-04-05Value...Value...https://...https://...
https://...2026-04-05Value...Value...https://...https://...
..................
Exports as:CSVXLSXJSON

Overview

Provide a list of LinkedIn profiles to get a dataset of their recent public comments. The data includes the comment text, commenter's profile, and full details of the original post, useful for competitive analysis and sales intelligence.

Understanding what your competitors, prospects, or industry leaders are talking about on LinkedIn provides a significant advantage. Manually tracking this activity is time-consuming and impractical. This tool automates the process by gathering the public comments made by specific individuals. Simply provide a list of LinkedIn profile URLs or usernames. The tool will then find their recent comments across the platform and return a structured dataset for each one. You get the full comment text, a link to it, and engagement stats like reactions and replies. Crucially, you also get the context. For each comment, the tool extracts the original post it was left on, including the post's author, text, images or video, and its own engagement metrics. This allows you to analyze not just *what* someone said, but *where* and *why* they said it. Because this tool does not require you to provide a LinkedIn session cookie, you can run it without logging in, simplifying setup and protecting your account's privacy.

Key Capabilities

  • ✓ Comment text and direct link
  • ✓ Timestamp of when the comment was made
  • ✓ Total reactions and replies for the comment
  • ✓ Breakdown of reactions (likes, praise, interest, etc.)
  • ✓ Commenter's full name, subtitle, and profile URL
  • ✓ Original post text, URL, and author details
  • ✓ Engagement stats for the original post (comments, reposts, reactions)
  • ✓ Media attached to the original post (images or video)
  • ✓ Competitive Intelligence: Monitor the public comments of competitor executives to understand their focus areas and gauge their reaction to industry news.
  • ✓ Sales Prospecting: Analyze a prospect's comments to identify their pain points, interests, and professional network before your first outreach call.
  • ✓ Market Research: Track comments from key opinion leaders in a specific niche to gather qualitative data on market sentiment and emerging trends.
  • ✓ Influencer Vetting: Review a potential influencer's public engagement style and the topics they discuss to ensure they align with your brand's values.
  • ✓ Brand Management: Keep an eye on what key employees or brand ambassadors are saying publicly to ensure messaging consistency and identify engagement opportunities.
  • ✓ Due Diligence: For investors, analyze the public discourse of a startup's founders and key personnel to get a sense of their professional conduct and focus.

Field Dictionary

How To Run This Extractor

1

Create a list of the LinkedIn profile URLs or usernames you want to track.

2

Paste the list into the 'LinkedIn Usernames or Profile URLs' field.

3

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

4

Click 'Run' to start the data collection.

5

Download the collected comments and post data as a CSV or JSON file.

Frequently Asked Questions

Do I need a LinkedIn account to use this?
No, you do not need a LinkedIn account or session cookie. You can run this tool without being logged in.
What kind of comments can this tool extract?
Can I scrape comments from a company page?
How many profiles can I process at once?
Is it legal to scrape LinkedIn comments?
What format does the data come in?
Can I use this for client work?
How is this different from just looking at a profile's 'Activity' section?
Can I schedule this tool to run periodically?
How fresh is the data?