LinkedIn Company Posts Scraper (No Cookies) ✅ $2 per 1k

harvestapi/linkedin-company-posts

Extract posts from LinkedIn companies including content, media, engagement, reactions, comments and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

LinkedIn Profile Reactions Scraper (No Cookies) ✅ $2 per 1k

harvestapi/linkedin-profile-reactions

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

Linkedin Posts Scraper ✅ No cookies needed ✅

expected_knight/linkedin-posts-scraper-no-cookies-needed

LinkedIn Posts Scraper is designed to quickly and accurately gather posts from LinkedIn timelines, capturing comprehensive details like post content, publication date, engagement statistics (likes, comments, shares), and associated media such as images, videos, and links.

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.

Linkedin profile post scraper (NO COOKIE) 2$/1000 posts

unlimitedleadtestinbox/linkedin-profile-post-scraper-no-cookie-2-1000-posts

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

Linkedin profile post scraper (NO COOKIE)

unlimitedleadtestinbox/linkedin-profile-post-scraper-no-cookie

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

Linkedin Post Search Scraper ✅ No cookies

aniruddh_from_clay.wtf/linkedin-post-search-scraper-no-cookies

Scrape LinkedIn Posts Data without risking your LinkedIn account

Reaction Scraper

bestscrapers/reaction-scraper

The **Linkedin Post's Reaction Scraper** is a powerful tool designed to extract detailed reactions data from any profile posts — without the need for cookies or login.

Linkedin Post Comments Scraper

freshdata/linkedin-post-comments-scraper

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

LinkedIn Post's Reactions Scraper

freshdata/reaction-scraper

extract detailed reactions data from any profile post

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.