LinkedIn Profile & Company Scraper

Scrape LinkedIn profiles and companies by username — no login, no cookies, no session bans. Returns clean, structured JSON for each record.

Unofficial. Not affiliated with, authorized, or endorsed by LinkedIn or Microsoft. Independent tool retrieving publicly available data via a third-party API. Use it in compliance with LinkedIn's terms and all applicable laws; you are responsible for how you use the retrieved data.

What it does

• Profiles — give usernames (e.g. williamhgates) or full profile URLs. Each returns full name, headline, location, premium/creator/open-to-work flags, avatar, website, and (optionally) experiences, skills, and certifications.
• Companies — give company names (e.g. microsoft) or company URLs. Each returns description, follower & employee counts, size range, HQ, locations, industries, specialities, founding year, logo and funding info.

No LinkedIn account, cookie, or proxy required — the heavy lifting (auth, anti-bot) is handled upstream, so runs don't get your account flagged.

Input

Field	Type	Default	Description
profileUsernames	string[]	["williamhgates"]	Profile usernames or URLs.
companies	string[]	[]	Company universal names or URLs.
maxItems	integer	50	Max total records.
includeExperiences	boolean	true	Include work experience in profiles.
includeSkills	boolean	true	Include skills in profiles.
includeCertifications	boolean	true	Include certifications in profiles.

Example input

{
  "profileUsernames": ["williamhgates", "satyanadella"],
  "companies": ["microsoft", "openai"],
  "maxItems": 100
}

Output

One item per profile or company. Profile example:

{
  "type": "profile",
  "publicIdentifier": "williamhgates",
  "url": "https://www.linkedin.com/in/williamhgates",
  "fullName": "Bill Gates",
  "headline": "Chair, Gates Foundation and Founder, Breakthrough Energy",
  "location": { "...": "..." },
  "isInfluencer": true,
  "experiences": [ "..." ],
  "skills": [ "..." ],
  "certifications": [ "..." ],
  "source": "profile:williamhgates"
}

Company records include followerCount, employeeCount, industries, headquarter, foundedOn, fundingInfo, and more.

Notes

• Accepts either a bare username/slug or a full LinkedIn URL — both are handled.
• Data is sourced live; the actor retries transient rate-limits with backoff.