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LinkedIn Scrapers & Data Tools

6 ready-to-run LinkedIn data tools. Scrape public LinkedIn jobs, company pages, profiles, posts and post comments — no login and no session cookie needed. No code — run them on the Apify cloud and export the results.

Runs on Apify’s cloud
No code required
Export JSON, CSV & Excel
Pay per use, no subscription
Your account, your data

LinkedIn tools

LinkedIn Jobs Scraper iconJob Market Scrapers

LinkedIn Jobs Scraper

Scrape public LinkedIn jobs by keyword, location, URL or ID. Filter by date, workplace type and experience, and pull full descriptions.

Ready to run — no setup

LinkedIn Profiles Scraper iconB2B Leads & Contact Data

LinkedIn Profiles Scraper

Extract public LinkedIn profile fields from supplied URLs: name, headline, description, image link and public identifier.

Ready to run — no setup

LinkedIn Companies Scraper iconB2B Leads & Contact Data

LinkedIn Companies Scraper

Extract public LinkedIn company data from company URLs: name, description, followers, employee count, HQ, website and logo.

Ready to run — no setup

LinkedIn Profile Posts Scraper iconSocial Media Scrapers

LinkedIn Profile Posts Scraper

LinkedIn profile posts scraper at $0.90 per 1,000 posts, flat on every plan. Post text, author, image, publish time and URL.

Ready to run — no setup

LinkedIn Company Posts Scraper iconSocial Media Scrapers

LinkedIn Company Posts Scraper

LinkedIn company posts scraper at $0.90 per 1,000 posts plus a $0.001 run start. Public post text, reactions, comments and URLs. No login or cookies needed.

Ready to run — no setup

LinkedIn Post Comments Scraper iconSocial Media Scrapers

LinkedIn Post Comments Scraper

Scrape public LinkedIn post comments: author name, profile URL, reaction count. No login or cookie. Up to 10 per post.

Ready to run — no setup

LinkedIn scraper pricing

What each tool costs per result — pay-per-result on your own Apify account, with no subscription:

ToolPrice
LinkedIn Jobs Scraper$0.0008 per LinkedIn job ($0.8 / 1,000)
LinkedIn Profiles Scraper$0.0009 per successful public profile ($0.9 / 1,000)
LinkedIn Companies Scraper$0.0009 per public company profile ($0.9 / 1,000)
LinkedIn Profile Posts Scraper$0.0009 per validated public post ($0.9 / 1,000)
LinkedIn Company Posts Scraper$0.0009 per successful public company post ($0.9 / 1,000)
LinkedIn Post Comments Scraper$0.0006 per comment ($0.6 / 1,000)