LinkedIn Public Profile Scraper (No Login, No Cookies)

Extract name, headline, location, work history, education and skills from public LinkedIn profiles. No LinkedIn account, no cookies, no risk to your own profile. You pay only for profiles that are successfully extracted; blocked pages are free.

What you get

Field	Description
name, headline, location	Top card info
experience[]	title, company, start, end
education[]	school, degree, start, end
organizations[]	Affiliations from structured data (schools, boards, etc.)
skills[]	Skills, when the public profile shows them
status	ok, blocked (authwall or rate limit, not charged), or error

Input example

{
  "profileUrls": ["https://www.linkedin.com/in/williamhgates/", "https://www.linkedin.com/in/satyanadella/"],
  "maxProfiles": 100,
  "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}

Output example

{
  "url": "https://www.linkedin.com/in/williamhgates/",
  "status": "ok",
  "name": "Bill Gates",
  "headline": "Chair, Gates Foundation and Founder, Breakthrough Energy",
  "location": "Seattle, Washington, United States",
  "experience": [{"title": "Co-chair", "company": "Gates Foundation", "start": "2000", "end": "Present"}],
  "education": [{"school": "Harvard University", "degree": null, "start": "1973", "end": "1975"}],
  "skills": []
}

Blocked example (free): {"url": "...", "status": "blocked", "reason": "http_999", "httpStatus": 999}

Pricing

Pay per event: $3 per 1,000 successful profiles ($0.003 each). Blocked or empty results are never charged. Platform usage (compute and proxy) is billed separately by Apify according to your plan.

Tips

• Use the Residential proxy. LinkedIn rate-limits datacenter IPs heavily (HTTP 999).
• Some fields only appear if the person made them public.

Legal

This Actor reads only data that is publicly visible without logging in. You are responsible for making sure your use complies with LinkedIn's Terms of Service, GDPR/CCPA and other applicable laws, including having a lawful basis for processing personal data. Don't use it for spam or unlawful profiling. Not affiliated with LinkedIn.