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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.

Pricing

from $1.20 / 1,000 results

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14 days ago

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LinkedIn Comments & Reactions Scraper API through CLI

The Apify CLI is the official tool that allows you to use LinkedIn Profile Comments & Reactions Scraper No Cookies locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

LinkedIn Profile Comments & Reactions Scraper No Cookies API in Python

LinkedIn Profile Comments & Reactions Scraper No Cookies API in JavaScript

LinkedIn Profile Comments & Reactions Scraper No Cookies OpenAPI definition

LinkedIn Profile Comments & Reactions Scraper No Cookies API

Profile Comments Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-comments

Linkedin User comments scraper: Extract comments LinkedIn profiles and users including post content, reactions, stats, media attachments and more.

API Maestro

1.1K

5.0

Profile Reactions Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.

API Maestro

816

5.0

LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-user-comments-reactions

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

Unseen User

138

5.0

LinkedIn Profile Posts Scraper (No Cookies)

harvestapi/linkedin-profile-posts

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

HarvestAPI

11K

4.9

LinkedIn Post & Comments Scraper ✅ No cookies

practicaltools/Apify-linkedin-post-scraper

A robust Actor that extracts structured data from public LinkedIn posts, including author, text, images, videos, date and reactions.

Practical Tools

209

5.0

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

harvestapi/linkedin-post-reactions

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

HarvestAPI

2.2K

5.0

Profile Posts Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-posts

Scrape LinkedIn posts data for a given LinkedIn profile including post content, reactions, comments count, and media attachments

API Maestro

17K

4.6

LinkedIn Post Comments Engagements Scraper

scrapio/post-comments-engagements-scraper-linkedin

Extract engagement insights from LinkedIn posts using the LinkedIn Post Comments Engagement Scraper. Collect post text, comments, reactions, likes, timestamps, and author details automatically. Ideal for social media analytics and content performance tracking.