LinkedIn Comments Data
LinkedIn Comments Scraper
Pull every comment from any LinkedIn post into a clean CSV — commenter name, headline, current company, comment text, timestamp — plus verified work emails on the people who took the time to write something. Comments convert better than likes; they're effort, not a tap.
For: Outbound teams running engagement-based outreach, ABM marketers tracking buyer signals, and growth teams building lookalike audiences from competitors' best-performing posts.
No credit card · Pay-as-you-go credits · Cancel anytime
Who uses this
3 ways teams use LinkedIn comments scraper
A relevant influencer in your niche posts about a problem your product solves. The 200 people who commented are actively in-market — not random cold leads. Scrape commenters, enrich with verified emails, run a "I saw your comment about X" sequence.
Your competitor announces a new feature or pricing change. The thread blows up with 300 comments. Half are users complaining, half are competitors' fans — both are valuable. Scrape, segment by sentiment, target the dissatisfied for switch-conversion.
Track the commenters of 10 of your category's thought leaders for a month. Dedupe across posts, intersect with your ICP filter — you have a warm audience that already cares about your topic with measurable engagement velocity.
How it works
From LinkedIn comments scraper to a clean CSV in minutes
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1Paste a LinkedIn post URL
Or a profile URL — Scrupp will pull all visible posts and let you choose which threads to scrape comments from. Both formats work.
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2Choose enrichment level
Names + comment text only (1 credit per commenter), or names + comment text + verified work email + phone (3 credits per commenter). Pick by budget and use case.
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3Get the CSV
Receive a structured spreadsheet: commenter name, headline, current company, LinkedIn URL, comment text (full), comment timestamp, parent post URL, and any enrichment fields you toggled. Push to HubSpot or download as Excel.
Why Scrupp
Scrupp vs Apify, Phantombuster for this specific job
- ✓ Comment text included — not just commenter names. Use comment content to segment outreach (people complaining vs praising vs asking questions).
- ✓ Threaded replies captured — Scrupp pulls top-level comments AND nested replies, so you don't miss the conversations between commenters that often surface the warmest signals.
- ✓ Built-in email enrichment — multi-provider waterfall + real-time SMTP verification on every email. No separate Hunter/Snov subscription required.
- ✓ Pay-per-commenter, no monthly cap. A 50-comment post costs $1; a 500-comment post costs $10. No per-seat pricing tax.
- ✓ Live scrape — you get whoever commented as of export time, including comments posted minutes before you ran the export.
- ✓ Native CRM push — straight to HubSpot or Pipedrive with the comment text attached as a custom field, ready for personalization in your sequence.
Pair with Scrupp's Sales Navigator scraper for bulk exports — same credit pool, same workflow, 2,500 leads in one run.
FAQ
Common questions
About LinkedIn comments scraper on Scrupp.
How many comments can a single post export handle?
Tested up to 500+ comments per post. For posts with 1,000+ comments Scrupp paginates the export over a few minutes. The cloud worker handles the load — your browser does not need to stay open.
Does it scrape replies to comments, or only top-level?
Both. Scrupp pulls top-level comments and their nested replies in a single export. The CSV has a "parent_comment_id" column so you can reconstruct the thread structure if you want.
Can I scrape comments across multiple posts at once?
Yes. Paste a profile URL or a search URL with multiple posts, then bulk-scrape comments from N posts in one job. The credit cost is just the sum of individual scrapes — no batch discount or surcharge.
Will LinkedIn rate-limit my account if I scrape a lot of comments?
Scrupp paces requests to mimic human browsing speed. Most users export comments from dozens of posts per day without issues. We recommend staying under 5,000 actions/day from a single account, especially in the first 2 weeks of a fresh LinkedIn account.
How is this different from the LinkedIn posts scraper?
The posts scraper exports the post itself plus reactors and commenters. The comments scraper is focused: just commenters, with full comment text and threading metadata. Use the comments scraper when you specifically care about what people wrote, not just that they engaged.
Do I need a Sales Navigator subscription?
No. Scrupp's comments scraper works on standard LinkedIn — Sales Navigator is not involved. You only need Sales Navigator if you want to enrich the commenters with extended profile fields (years of experience, company size, etc.) that are only visible on Sales Nav.
Ready to try LinkedIn comments scraper?
Start with 100 free credits. No credit card. Pay only for what you scrape.