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LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

Try for free

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.

Pricing

from $5.50 / 1,000 results

Rating

5.0

(6)

Developer

Unseen User

Actor stats

Bookmarked

316

Total users

109

Monthly active users

20 days ago

Last modified

Categories

Automation

Lead generation

Social media

Post URLs or IDs

posts

Required

List of LinkedIn post identifiers. Accepts numeric post IDs (e.g. 7302346926123798528), activity URLs (e.g. https://www.linkedin.com/feed/update/urn:li:activity:7302346926123798528/), or full post URLs (e.g. https://www.linkedin.com/posts/username_title-activity-7302346926123798528-dMnz).

Type:string[]

Sort Comments By

sortBy

Optional

How to sort the comments. 'Most relevant' shows comments LinkedIn considers most engaging. 'Most recent' shows newest comments first.

Type:string

Default:relevant

Options:

relevantrecent

Include Comments

includeComments

Optional

Whether to scrape comments and replies for each post. At least one of Include Comments or Include Reactions must be enabled.

Type:boolean

Default:true

Include Reactions

includeReactions

Optional

Whether to scrape reactions (likes, celebrations, etc.) for each post. At least one of Include Comments or Include Reactions must be enabled.

Type:boolean

Default:true

Reaction Type Filter

reactionType

Optional

Filter reactions by type. 'ALL' returns every reaction type.

Type:string

Default:ALL

Options:

ALLLIKEPRAISEEMPATHYAPPRECIATIONINTEREST

Comments Limit

commentsLimit

Optional

Maximum number of comments to return per post. Set to 0 for no limit.

Type:integer

Minimum:0

Default:0

Reactions Limit

reactionsLimit

Optional

Maximum number of reactions to return per post. Set to 0 for no limit.

Type:integer

Minimum:0

Default:0

LinkedIn Batch Profile Posts Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-Content

Extract every recent post from a list of LinkedIn profiles in a single bulk run. Get post text, hashtags, mentions, engagement metrics, reaction breakdowns, and posting cadence. No login, no cookies. Built for content strategists and influencer marketing platforms.

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141

5.0

Linkedin Post Comments Scraper

freshdata/linkedin-post-comments-scraper

Extract comments from any Linkedin profile post. No cookies required.

FreshData

252

Linkedin Post Search Scraper (No Cookies)

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

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Linkedin Search Jobs Scraper

scrapio/linkedin-search-jobs-scraper

Scrapes LinkedIn job search results by keyword, location, or filters, capturing job titles, companies, descriptions, seniority, locations, post dates, and job URLs. Ideal for market research, talent analysis, recruitment automation, and large-scale job data extraction

Scrapio

Linkedin Posts Engagers (Likers and Commenters) ✅ No cookies ✅

scraping_solutions/linkedin-posts-engagers-likers-and-commenters-no-cookies

Extract Likers and Commenters from LinkedIn Posts – 100% Public Data, No Login or Cookies! Boost your LinkedIn engagement analysis with this powerful tool that scrapes likers and commenters from public LinkedIn posts without using cookies. Perfect for marketers, recruiters, analysts.

Scraping Solutions

845

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LinkedIn Profile Engagement Scraper (Company and Profile)

ahmed-khaled/linkedin-engagement-scraper

A powerful Apify actor to extract post-engagement metrics from LinkedIn profiles. Gather likes, comments, reposts, and more for data-driven insights. Boost your social media strategy today!

Ahmed Khaled Ali

252

Linkedin Post Scraper

scraper-engine/linkedin-post-scraper

💼 LinkedIn Post Scraper extracts public LinkedIn posts from profile or company profile with text, media, reactions, comments & author info. 🚀 Ideal for market research, content analysis & lead generation. Export data in JSON, CSV, or Excel.

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Linkedin Post Scraper

simpleapi/linkedin-post-scraper

LinkedIn Post Scraper extracts data from LinkedIn posts, including text, images, videos, author details, engagement metrics, timestamps, and external links. Ideal for content analysis, monitoring trends, social listening, and automating structured LinkedIn post data collection

SimpleAPI

LinkedIn Post Engagement Data Scraper

monumental_world/linkedin-post-engagement-data

Extract structured engagement data from any LinkedIn post URL. Returns reaction counts by type, comment totals, share counts, author metadata, post content, and media attachments. Designed for researchers, analysts, and data pipelines.

Raised Pro

Linkedin Profile Post Scraper

scraper-engine/linkedin-profile-post-scraper

Extract public posts from LinkedIn profiles with this reliable LinkedIn Profile Post Scraper. Collect post text, dates, reactions, comments count, media links, and engagement metrics in structured JSON. Ideal for lead research, content analysis, and competitive monitoring at scale.

Scraper Engine

5.0