LinkedIn Engagement Mining
LinkedIn Posts Scraper
Scrape LinkedIn posts plus the people who reacted and commented — directly into a CSV with verified work emails. Turn engagement on your competitor's posts (or your own thought leader's) into a warm outreach list.
For: Outbound teams running engagement-based outreach, ABM marketers tracking target-account signals, and growth teams building lookalike audiences from a competitor's most-engaged posts.
No credit card · Pay-as-you-go credits · Cancel anytime
Who uses this
3 ways teams use LinkedIn posts scraper
Your competitor just posted about their new product. 800 people liked it. Scrupp exports all 800 with verified emails — these are people actively in-market for your category, not random cold leads.
A relevant influencer in your niche posts weekly. Scrape the reactors of their last 10 posts, dedupe, enrich. You now have a warm audience that already cares about your topic — much higher reply rates than cold outreach.
Watch posts from people at your target accounts. When someone at a target account engages with relevant content, that's a buying signal. Scrupp turns it into a contact + email + timestamp.
How it works
From LinkedIn posts scraper to a clean CSV in minutes
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1Paste a LinkedIn post URL
Or a LinkedIn search URL (posts with a specific keyword or hashtag, or posts from a specific company's page). Scrupp accepts both.
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2Pick what to scrape
Reactors only, commenters only, or both. Choose enrichment level — names only (1 credit each) or names + verified email + phone (3 credits each).
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3Get the CSV
Receive a clean spreadsheet with reactor name, headline, current company, LinkedIn URL, reaction type (like / celebrate / support / love / insightful / funny), plus verified email and phone where Scrupp finds them. Ready for cold-email sequences.
Why Scrupp
Scrupp vs Apify, Phantombuster for this specific job
- ✓ Reactions + commenters in one export — most tools force you to scrape them separately. Scrupp pulls both in a single workflow with deduped output.
- ✓ Reaction type captured — "insightful" reactions are warmer prospects than generic "likes". Filter your CSV by reaction type to prioritize outreach.
- ✓ Built-in email enrichment — no separate Hunter/Snov subscription required. Scrupp's waterfall typically lands 65% verified emails on LinkedIn-sourced contacts.
- ✓ Pay-per-reactor — a post with 50 reactions costs $1; a post with 5,000 costs $100. No monthly cap, no per-seat tax.
- ✓ Bypasses the 100-reaction visible cap — LinkedIn only shows the first ~100 reactions in the UI. Scrupp pulls the full list.
- ✓ Live scrape, not cached — the data is whoever reacted as of export time, including reactions added 5 minutes ago.
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 posts scraper on Scrupp.
Does it scrape comments too, or just reactions?
Both. You can choose reactors only, commenters only, or both in a single export. Commenters typically convert better than reactors because they took the effort to write — but there are 5-10x fewer of them per post.
Can I scrape someone's entire feed (all their posts)?
Yes — paste the profile URL and Scrupp scrapes all visible posts (typically the last 50-100 from a given profile, depending on what LinkedIn renders). For each post, you can then export reactors + commenters in one batch.
How many reactions can a single export handle?
Tested up to 5,000+ reactions per post. For posts with 10K+ reactions, Scrupp paginates the export over a few minutes. The cloud worker handles the load — your browser doesn't need to stay open.
What if a post has 50,000 reactions?
Possible but expensive — at PAYG that's $1,000+ for full enrichment. We recommend filtering: target only the first N reactions (newest), or only specific reaction types (insightful + celebrate are usually the warmer signals), or only reactors at companies in your ICP (filter the CSV after export).
Do I need a Sales Navigator subscription?
No. Scrupp's posts scraper works on standard LinkedIn — Sales Navigator isn't involved. You only need a Sales Navigator subscription if you want to enrich the reactors with extended profile fields not visible on basic LinkedIn.
Will LinkedIn rate-limit my account?
Scrupp paces requests to mimic human browsing speed. Most users export reactions 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.
Ready to try LinkedIn posts scraper?
Start with 100 free credits. No credit card. Pay only for what you scrape.