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LinkedIn Post Commenter & Liker Scraper

Extract post likers + commenters + verified email from any LinkedIn post — turn engagement into real leads.

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users14 users
runs2 runs

Trusted worldwide by the best

Export engagers from LinkedIn — right now

Extract

Capture likers and commenters from any LinkedIn post — reactions, comments, profiles, timestamps.

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Find Email

Find professional email addresse with ease.

Explore email finding
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Download

Export your data in an exhaustive, structured CSV format that’s ready to use.

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15 data attributes per engager

Every scrape returns structured data you can export as CSV, JSON, or via API.

Profile Url

Direct URL to the LinkedIn profile of the person who commented or liked

https://www.linkedin.com/in/jonathan-sardo
Export Post Likers & Commenters
First Name

First name of the LinkedIn member

Jonathan
Export Post Likers & Commenters
Last Name

Last name of the LinkedIn member

SARDO
Export Post Likers & Commenters
Full Name

Full name of the LinkedIn member

Jonathan SARDO
Export Post Likers & Commenters
email

Email address found or enriched for this LinkedIn member

jonathan.sardo@uccellolabs.com
Email Enrichment
Email Status

Validation status of the email address (e.g. valid, risky, invalid)

valid
Email Enrichment
Post Url

URL of the LinkedIn post being analyzed

https://www.linkedin.com/posts/ramzib_une-…
Export Post Likers & Commenters
Has Commented

Whether this person commented on the post

True
Export Post Likers & Commenters
comment

Text content of the comment left on the LinkedIn post

Je partage pas l'image car elle fait peur 😂 Mais voilà ses arguments : Dans un monde où une IA prendrait le contrôle, les profils comme le tien ne seraient ni éliminés, ni ignorés. Ils seraient neutralisés symboliquement : contenus, mais observés.
Export Post Likers & Commenters
Comment Url

Direct URL to the comment on the LinkedIn post

https://www.linkedin.com/feed/update/urn:l…
Export Post Likers & Commenters
Has Liked

Whether this person liked or reacted to the post

False
Export Post Likers & Commenters
Reaction Type

Type of reaction left on the post (e.g. Like, Celebrate, Support, Insightful)

—
Export Post Likers & Commenters
Result Type

Whether this entry is a commenter or a liker

comment
Export Post Likers & Commenters
functions

Additional enrichment functions enabled for this record

[]
Export Post Likers & Commenters
Scraping Time

Timestamp when this record was scraped

Mar 19, 2026
Export Post Likers & Commenters
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Fast

100 engagers per minute
Lightning-fast performance

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Safe

0% account bans
Smart throttling that respects limits

Safety details
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Cost-competitive

$1 per 1000 engagers
Top affordability worldwide

Simulator plan

Trusted by the best

Used obsessively by the data-hungry around the world

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Frequently Asked Questions

Is it legal to scrape LinkedIn post likers and commenters?

Yes! Scraping public data is legal as long as you have lawful access to the information and you extract it in a non-substantial way. For detailed guidance, see our legality of web scraping blog.

Can my LinkedIn account get banned for scraping post engagement?

Not with lobstr.io. We respect LinkedIn’s rate limits to keep your account safe. No risky hacks. Learn more about how we stay under the radar in this guide.

What data can I extract from LinkedIn post likers and commenters?

You can export 10+ attributes per person: first name, last name, profile URL, post URL, reaction type, comment text, comment URL, timestamps, and more — plus optional verified emails via enrichment.

Can I scrape likers and commenters from any LinkedIn post?

Mostly yes — as long as you have access to the post (public or accessible from your LinkedIn session). If the post is private or restricted, results may be incomplete.

How do I extract emails from LinkedIn post likers/commenters?

lobstr.io handles it for you. We enrich profiles with verified business emails using our email discovery service and attach them directly to each exported profile.

Do I need to provide my LinkedIn login credentials?

No. lobstr.io syncs via a Chrome extension and uses session cookies, not your password. We never store your credentials. More info in this guide.

Is there a limit to how many reactions/comments I can scrape per post?

Hard limit on LinkedIn: max 2,000 reactions and max 500 comments per post. Exports are capped by LinkedIn, not lobstr.io.

How accurate are the emails found by lobstr.io?

We prioritize high-confidence matches and return an EMAIL STATUS so you can filter. For methodology and best practices, see our email discovery service guide.

Ready to get started?

Export your first engagers for free.

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