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LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅

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See exactly what any LinkedIn user has commented on or reacted to recently - their full engagement history. Surface what topics they care about and which thought leaders they follow. No login, no cookies. Built for personalized B2B outreach and ABM teams.

Pricing

from $5.00 / 1,000 results

Rating

5.0

(4)

Developer

Unseen User

Actor stats

Bookmarked

377

Total users

Monthly active users

2 days ago

Last modified

Categories

Automation

Lead generation

Social media

action

Optional

Action type — for comments: '{Name} commented', for reactions: 'LIKE', 'APPRECIATION', 'EMPATHY', 'INTEREST', or 'PRAISE'

Type:string

comment_link

Optional

Direct URL to the comment on LinkedIn (comments only)

Type:string

comment_text

Optional

Full text content of the comment (comments only)

Type:string

comment_urn

Optional

LinkedIn URN identifier for the comment (comments only)

Type:string

comment_stats

Optional

Engagement statistics on the comment itself (comments only)

Type:object

commenter

Optional

Details about the person who made the comment (comments only)

Type:object

created_at

Optional

Timestamp of when the comment was created (comments only)

Type:object

is_pinned

Optional

Whether the comment is pinned on the post (comments only)

Type:boolean

page_number

Optional

Page number this item was scraped from (20 items per page)

Type:integer

profile_input

Optional

Original profile input value as provided (reactions only)

Type:string

source_profile

Optional

Full LinkedIn profile URL of the user whose activity was scraped

Type:string

post

Optional

The LinkedIn post that was commented on or reacted to

Type:object

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scraping_solutions/linkedin-profile-comments-reactions-scraper-no-cookies

Extract comments and reactions from LinkedIn profiles with structured, deduplicated data. Supports multiple users, date and filtering. Ideal for analytics, lead generation, and engagement tracking.

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

Extract every commenter and reactor on any public LinkedIn post - profiles, comment text, reaction types, timestamps. The highest-signal lead source on LinkedIn: engaged commenters are 5–10x warmer than cold search results. No login, no cookies. Built for B2B sales teams.

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Extract recent posts from LinkedIn profiles — headlines, dates, reaction counts, post URLs, and cover images. No login required. Pure HTTP with residential proxy.

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Profile Comments Scraper for LinkedIn [No Cookies]

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LinkedIn Profile Comments Scraper ✅ (No Cookies)

harvestapi/linkedin-profile-comments

Extract LinkedIn profile comments, as well as comment social activities such as likes and reactions. No cookies or account required, fast response times

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755

5.0