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.
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
- Apify LinkedIn Scrapers in 2026: How to Judge Every Listing on the Shelf, Including Ours
- Lead Enrichment for LinkedIn Data in 2026: Coverage, Freshness, and the Tested Numbers
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.