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LinkedIn Post Scraper · 2026

LinkedIn Post Scraper: export every liker, commenter and reposter — with verified emails.

Paste any LinkedIn or Sales Navigator post URL and Coldcast exports every liker and reactor, every commenter with the full comment text, and every reposter into one clean, deduplicated warm lead list — with a verified work email and a direct dial where available added on the same pass. Turn engagement into intent signals you can email today. One-click Chrome extension, your own logged-in session in a secure cloud browser, human-paced with hard daily caps and zero bans tracked in 6+ months of daily use. No password, no cookie upload, no API key — and no Sales Navigator seat required.

0 bans tracked · 6+ monthsNo cookie, no password, no API keyLikers + commenters + repostersVerified emails built in10 credits / row · free trial, no card
How it works

How to scrape LinkedIn post engagers: from one post URL to a warm lead list.

Export LinkedIn post likers, commenters and reposters without proxies, cookies or code. The people who engaged already raised their hand — turn them into pipeline.

🧩01

Connect LinkedIn with the one-click Chrome extension

Install the Coldcast extension and stay signed in to your own LinkedIn. It connects the session you already have — no password, no cookie upload, no API key, and no Sales Navigator seat needed.

🔗02

Paste the post URL

Any public LinkedIn or Sales Navigator post — yours, a competitor’s, a thought leader’s or a viral thread in your niche. Copy the post link into the Coldcast dashboard.

🎚️03

Pick the engagement

Reactions, comments, reposts — or all three in one run. Coldcast dedupes across them, so someone who liked and commented shows once with every signal flagged.

▶️04

Hit start

Coldcast collects every engager in a secure cloud browser at a smooth, human pace with hard daily caps — never machine speed, so LinkedIn only ever sees you. Zero bans tracked in 6+ months.

💧05

Enrich automatically

Waterfall enrichment cascades up to 10 data providers to add a verified work email and a direct-dial phone where available as it exports — you pay only when an email is found.

⬇️06

Download CSV/XLSX or sync to your CRM

Export the list as a clean, deduplicated CSV or Excel (XLSX) file, or sync it straight to HubSpot, Salesforce, Instantly, Smartlead, Lemlist or Google Sheets.

3
engagement types, one run
70–85%
email match
0
bans tracked in 6+ months
10
credits / row
Features

Likers, comments and reposts: a LinkedIn reactions scraper and comments scraper in one export.

The warmest audience on LinkedIn is the one that just interacted with a post — export it with the comment text, the signals and the verified emails attached.

👍

Every liker and reactor

A LinkedIn post likers scraper that captures all reactions — like, celebrate, support, love, insightful and funny.

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Every commenter, with the full comment text

A LinkedIn comments scraper built in: pull everyone who commented, plus the full comment text exactly as written, for instant personalisation.

🔁

Every reposter (reshares)

Reposters amplified you publicly — the strongest public signal of all, and the one most post scrapers skip.

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Likers, commenters and reposters in one run

Where other tools pull one engagement type per run, Coldcast captures all three from one post URL, dedupes across them and flags each signal per person.

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Verified emails on the same pass, paid only when found

Cookieless actors export names, headlines and profile URLs with no email — Coldcast cascades up to 10 data providers until a verified work email is found and bills 1 enrichment credit only on a hit.

📞

Direct dials where available

Where a provider has one, a direct-dial phone lands on the row next to the verified email.

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No cookie upload, no password, no API key

Cookie-upload actors want a Cookie-Editor export, a user agent and proxies; Coldcast connects your own logged-in session through a one-click Chrome extension and never stores a password or cookie file.

🛡️

Account-safe by design, hard daily caps

Runs your own logged-in session in a secure cloud browser at human pace with a hard daily limit you never configure — zero account bans tracked across 6+ months of daily use.

✍️

Comment text as your opener

Every comment exports alongside the person who wrote it, so the first line of your outreach can reference exactly what they said.

💸

Credits that never expire, no monthly rental

10 credits per row at $3 per 10,000 scraping credits — pay-as-you-go, no subscription, no seats, no execution-hour limits.

🔌

Sync to HubSpot, Salesforce, Google Sheets

Download a clean, deduplicated CSV or XLSX, or push the warm lead list straight to HubSpot, Salesforce, Instantly, Smartlead, Lemlist or Google Sheets.

🧰

One account for post engagers, Sales Nav, LinkedIn Search, Apollo and ZoomInfo

The same credit balance covers the Sales Navigator and Sales Nav Account scrapers, LinkedIn Search, Apollo and ZoomInfo scrapers, waterfall enrichment, verification and domain enrichment.

The difference

LinkedIn post engagers: cookie-upload actors and cookieless scrapers vs Coldcast.

Other tools
Coldcast
Who you reach
Signal
Emails
Login method
Account risk
Pace and limits
Pricing model
Where the data goes
One account
Setup
Why Coldcast

Why post engagers are the warmest intent signal on LinkedIn.

🔥

Warm, not cold

They just engaged with the topic — the closest thing to a raised hand on LinkedIn, and your opener writes itself.

🎯

Buyer intent, proven

A like, a comment or a repost is a public intent signal, so replies and positive sentiment run higher than on a cold ICP list.

✍️

Reference their comment in your first message

The full comment text exports next to the commenter — quote what they said and your sequence reads like a reply, not a pitch.

⚡

Fast to fire

A viral post becomes a ready-to-send, email-verified list in a single sitting.

🔬

Audience research on competitor and thought leader posts

See who a competitor’s or a thought leader’s content actually pulls in before you write your own — social listening with an export button.

💸

No Sales Nav seat, no subscription

Works on standard LinkedIn posts at 10 credits per row, $3 per 10,000 credits — and the free trial gives you 100 leads plus 50 enrichment and 50 verification credits, no card.

FAQ

Questions, answered.

A LinkedIn post scraper exports the people who engaged with a post — the likers and reactors, the commenters and the reposters — into a spreadsheet instead of you scrolling the reaction list by hand. Coldcast goes further: it dedupes across the three signals, keeps the full comment text and adds a verified work email and a direct dial where available, so the export is a warm lead list you can email today.

On LinkedIn you can click the reaction count under a post and scroll the list, but there is no built-in export. With Coldcast you paste the post URL and hit start: every reactor is exported to CSV or Excel from your own logged-in session — together with the commenters and reposters if you want them — with verified emails added on the same pass.

Any public LinkedIn post — your own, a competitor’s, a thought leader’s, an influencer’s or a viral thread. Paste the post URL and Coldcast pulls its engagers, which makes it as useful for audience research on competitor posts as for building your own warm list.

Yes. Coldcast captures reactions, comments (with the full comment text) and reposts (reshares) in a single run, and dedupes anyone who did more than one so each person appears once with every signal flagged.

Yes — waterfall enrichment cascades up to 10 data providers to find and verify work emails as it exports, so you get a send-ready list, not just names and headlines. Direct-dial phones are added where available, and you pay 1 enrichment credit only when an email is actually found.

Coldcast is account-safe by design. There is no password, no cookie upload and no API key — you connect your own logged-in LinkedIn with a one-click Chrome extension, and extraction runs from that session in a secure, isolated cloud browser at human pace with hard daily caps, never bursting at machine speed. That is why Coldcast has zero account bans tracked across 6+ months of daily use.

No. You connect your own LinkedIn account with a one-click Chrome extension. Coldcast never asks for your password, a cookie export or an API key. Extraction runs from your own logged-in session in a secure cloud browser at human pace with hard daily caps, which is why Coldcast has zero account bans tracked across 6+ months of daily use.

No. The post scraper works on standard LinkedIn posts; Sales Navigator is optional. You do need to be signed in to your own LinkedIn through the Chrome extension.

10 credits per exported row, where a row is one deduplicated engager. Scraping credits are pay-as-you-go at $3 per 10,000 credits, never expire, and there is no subscription or seat fee. Email enrichment is separate — 1 credit per found email at $30 per 10,000 enrichment credits — and you pay only when a verified email is actually found.

Yes. Every new account gets a free trial with 100 leads plus 50 enrichment and 50 verification credits, no credit card required. That is enough to scrape a post and see verified emails come back before you buy a credit pack.

All three, and Coldcast captures them in a single run. Commenters wrote something, so their comment text gives you the opener. Reposters amplified the post publicly — the strongest public signal. Reactors show interest in the topic. Each person appears once with every signal they gave flagged, so you can segment by intent before you write.

Use it as the first line of your message. Because Coldcast exports each comment alongside the commenter, you can reference exactly what they said, sort commenters by the pain point they raised, and send a sequence that reads like a reply rather than a cold pitch.

Cookieless and API-style scrapers read what LinkedIn shows a logged-out visitor and typically return names, headlines and profile URLs, with no email. Cookie-based actors ask you to export and upload your session cookie. Coldcast runs inside your own logged-in session via a one-click Chrome extension, captures reactions, comments with text and reposts together, dedupes across them, and adds waterfall-verified emails on the same pass — charging for enrichment only when an email is found.

Each run starts from one post URL. To cover a series of posts, paste the next URL and start another run; every export downloads as its own deduplicated CSV or XLSX and all runs draw from the same credit balance.

SDRs and founders running warm outbound to people who just engaged with a relevant post, marketers researching which audience a competitor’s or thought leader’s content attracts, and recruiters sourcing candidates who engage with industry posts. No Sales Navigator seat is needed.

Yes — every export downloads as a clean, deduplicated, verification-flagged CSV or Excel (XLSX) file, so it opens straight in Excel or Google Sheets.

Yes. Instead of downloading, sync the list to HubSpot, Salesforce, Instantly, Smartlead, Lemlist or Google Sheets from the same account, with the verified emails and comment text on each row.

Yes. One Coldcast account covers the Sales Navigator lead and account scrapers, LinkedIn Search, Post Engagers, Apollo and ZoomInfo scrapers plus waterfall enrichment, verification and domain enrichment, all on one shared credit balance that never expires.

Scrape your next LinkedIn post free — 100 leads, no card.

Add the one-click Chrome extension, paste a post URL and export every liker, commenter and reposter with verified emails — 100 leads plus 50 enrichment and 50 verify credits free, no Sales Navigator required, credits never expire.