LinkedIntel builds cookieless LinkedIn scrapers for B2B sales, growth, recruiting, and competitive intelligence teams. Hard rule across every actor: no LinkedIn login, no cookies, no account ban risk — ever.

Most LinkedIn scrapers make you paste your li_at cookie. That puts your account at risk — rate limits, bans, cookie expiry, HR awkwardness. LinkedIntel handles auth server-side. You pass a public URL, you get clean structured JSON. Your account is never touched.

LinkedIntel vs cookie-based scrapers:

• ✅ No LinkedIn login required — others make you paste your li_at cookie
• ✅ Zero account ban risk — others put your account at stake on every run
• ✅ Set once, runs forever — others break every 2-4 weeks when cookies expire
• ✅ Safe to use at work — others tie scraping back to your LinkedIn identity

A complete suite of cookieless LinkedIn data actors:

• Post Comments — every commenter, with profile + reactions breakdown
• Post Reactions — every reactor, by reaction type
• Profile Comments / Reactions — what a person commented on or reacted to
• Company Scraper — profiles, employees, posts, jobs
• Ads Library — public LinkedIn Ads with creative + targeting
• More coming: Post Search, Newsletter, Events, Employees Search

All actors share clean URN-joinable schemas — chain them for end-to-end LinkedIn pipelines.

Pay-per-result. Charged per record returned, never per run. Failed runs and empty results are free. Apify's $5/month free tier covers thousands of records before you pay.

Extracts publicly available LinkedIn data only. No logins, no bypass, no private content. You are responsible for compliance with LinkedIn ToS, GDPR, and CCPA. Not affiliated with LinkedIn Corporation or Microsoft Corporation.