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LinkedIn Comments Scraper

Comments on any post, with replies and commenter profiles.

What it does

The LinkedIn Comments Scraper returns every comment and reply on a LinkedIn post, each with the full public profile of the commenter. Fully paginated into clean JSON. It never uses your LinkedIn account.

Use cases

Turn discussion into leads

Everyone commenting on a post is engaged. Pull commenters with full profiles for warm, relevant outreach.

Mine competitor and topic threads

See who comments on a competitor or influencer post and filter for the roles and companies that match your ICP.

Analyze sentiment and themes

Export full comment threads for qualitative analysis of a launch, topic, or campaign.

Find advocates and voices

Identify the most active people in a discussion to engage, recruit, or learn from.

Who it is for

SDRs and growth teams. convert post discussions into warm leads with full profiles.
Marketers and researchers. analyze threads and sentiment around topics and launches.
Founders. see who is talking about your space and engage them.

How it works

1 Give it any LinkedIn post URL, with replies on or off. No login, no cookies.
2 It paginates the full comment thread, with no gaps or duplicates.
3 You get one row per comment or reply with the full commenter profile: name, headline, and profile URL.
4 Clean JSON, priced per comment, runs on Apify.

Run on Apify $4.80/1,000 comments

atomus/linkedin-comments-scraper-pro View on Apify

AI-ready: connect an agent through the Apify MCP and run this scraper from Claude Code, Cursor, Codex, or programmatically.

Example

Input, a post URL:

{
  "postUrl": "https://www.linkedin.com/posts/...",
  "includeReplies": true
}

Output, one row per comment:

{
  "text": "Great point!",
  "fullName": "John Roe",
  "headline": "Founder at Beta",
  "profileUrl": "https://www.linkedin.com/in/john-roe/",
  "isReply": false
}

Features

Every comment and reply on a post.
Full public profile per commenter: name, headline, profile URL.
Full pagination, no gaps, no duplicates.
No LinkedIn account or cookies. Zero account-burning risk.
Clean JSON, priced per comment, runs on Apify.

Related guides

FAQ

What does the LinkedIn Comments Scraper do?

It returns every comment and reply on a LinkedIn post, each with the full public profile of the commenter: name, headline, and profile URL.

Does it include replies?

Yes. Set includeReplies to true and the scraper returns threaded replies alongside top-level comments.

Do I need a LinkedIn account?

No. The scraper never uses your LinkedIn credentials, so there is zero account-burning risk.

How much does it cost?

Priced per comment on Apify, $4.80 per 1,000 at time of writing. Every post bills at least one comment, since the request runs even when a post has none; replies are billed the same way.