LinkedIn Profile Scraper

Scrapes public LinkedIn profiles. Provide a list of URLs and get one structured record per profile — name, headline, location, experience, education, recent posts, and more.

Input

field	type	required	notes
profile_urls	array of strings	yes	LinkedIn profile URLs
li_at_cookie	string (secret)	no	Optional session cookie used as a fallback for profiles that aren't publicly visible
proxy_country	string	no, default US	two-letter country code
max_concurrency	int 1–20	no, default 1	higher = faster but more likely to be rate-limited
include_raw	boolean	no, default false	include raw og:* meta and JSON-LD in output

Output

One dataset record per profile scraped:

{
  "url": "https://www.linkedin.com/in/williamhgates/",
  "status": 200,
  "name": "Bill Gates",
  "headline": "Chair, Gates Foundation and Founder, Breakthrough Energy",
  "tagline": "Creator, Top Voice",
  "description": "Chair of the Gates Foundation. Founder of Breakthrough Energy...",
  "image": "https://media.licdn.com/...",
  "location": "Seattle, Washington, United States",
  "country": "US",
  "follower_count": 40304014,
  "experience": [
    { "name": "Gates Foundation", "url": "...", "start_year": 2000, "end_year": null }
  ],
  "education": [
    { "name": "Harvard University", "url": "...", "start_year": 1973, "end_year": 1975 }
  ],
  "recent_articles": [
    { "title": "...", "url": "...", "published_at": "...", "likes": 2994 }
  ],
  "recent_posts": [
    { "text": "...", "url": "...", "published_at": "...", "likes": 1203 }
  ]
}

Profiles that could not be scraped — blocked, not found, or not public — are not added to the dataset. Each is listed with the reason in the FAILED_INPUTS record of the run's key-value store.

SEO Keywords

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