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LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅

Try for free

Extract public comments and reactions made by any LinkedIn profile. No login required. Get structured data with reaction counts, post content, media, and timestamps.

Pricing

from $5.00 / 1,000 results

Rating

5.0

(4)

Developer

Unseen User

Actor stats

Bookmarked

191

Total users

Monthly active users

a day ago

Last modified

Categories

Automation

Lead generation

Social media

Scrape Type

scrapeType

Optional

Choose whether to scrape comments or reactions from the LinkedIn profile.

Type:string

Default:comments

Options:

commentsreactionsboth

Profiles

profiles

Required

List of LinkedIn profile URLs or usernames to scrape. The username is the last part of a LinkedIn profile URL (e.g., 'satyanadella' from linkedin.com/in/satyanadella).

Type:array

Comments Limit Per Profile

commentsLimit

Optional

Maximum number of comments to scrape per profile.

Type:integer

Reactions Limit Per Profile

reactionsLimit

Optional

Maximum number of reactions to scrape per profile.

Type:integer

Posted Limit (filter)

postedLimit

Optional

Fetch items no older than the specified time period.

Type:string

Default:any

Options:

anyweekmonth3months6months12months

LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

unseenuser/linkedin-post-comment-reaction-extractor-no-cookies

Scrape LinkedIn post comments, replies, and reactions at scale. Collects comment text, author profiles, reaction types, reactor details, and timestamps with configurable limits - no LinkedIn login required.

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Extract reactions of LinkedIn posts or comments, such as likes, appreciations, etc. No cookies or account required.

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LinkedIn Profile Reactions Scraper ✅ (No Cookies)

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Extract LinkedIn profile reactions, as well as full post data and social activities. No cookies or account required. Concurrency + fast response times

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Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.

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Linkedin post reactions scraper

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Scrape reactions or likes from linkedin post

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Company Posts Scraper for LinkedIn – No Cookies

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Extract public posts and activity from companies including post content, reactions, comments count, and media attachments

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LinkedIn Post Comments Scraper (No Cookies) ✅ (No Cookies)

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Extract LinkedIn post comments or comment replies in bulk, as well as comment social activities such as the number of likes and reactions. No cookies or account required

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