LinkedIn Profile Scraper Lite

Scrape LinkedIn public profiles by URL — no login, no cookies, no li_at token required. Works on any public profile. Returns structured data ready to export as JSON, CSV or Excel.

⚠️ Lite version — This actor scrapes only publicly visible data. Fields like full employment history, past job titles, skills, email, phone, and connections list are hidden by LinkedIn without a session cookie.

✨ What you get

Field	Description	Available without login?
firstName / lastName / fullName	Full name	✅
headline	Profile headline / current position title	✅
location	City / region	✅
country	2-letter country code	✅
profilePictureUrl	Avatar URL	✅ (placeholder if private)
followersCount	Number of followers	✅
connectionsCount	Number of connections	✅
currentCompany	Current employer name	✅
currentCompanyUrl	LinkedIn company page URL	✅
positions	List of positions (current employer visible, past employers masked)	⚠️ partial
educations	List of schools with dates (top school visible)	⚠️ partial
languages	Languages with proficiency level	✅
volunteerExperiences	Volunteer roles with org, dates, description	✅
recentActivity	Recent posts, reposts and likes with full text	✅
positionsText	Human-readable positions summary (for table view)	✅
educationsText	Human-readable education summary (for table view)	✅
languagesText	Human-readable languages summary (for table view)	✅
volunteerText	Human-readable volunteer summary (for table view)	✅
activityText	Human-readable activity feed (for table view)	✅

Not available without login: job titles for past positions, full employment history, skills, email, phone, connections list, endorsements, recommendations, certifications.

🔧 Inputs

Field	Type	Description
profileUrls	string list	One or more LinkedIn profile URLs (e.g. https://www.linkedin.com/in/pierre-g-baa526174/)
profileUrl	string	Shortcut for a single profile URL
delayBetween	number	Delay in seconds between consecutive requests (default: 1.5)

📦 Output example

{
  "linkedinUrl": "https://www.linkedin.com/in/christelle-dupont-42369620a/",
  "publicIdentifier": "christelle-dupont-42369620a",
  "firstName": "Christelle",
  "lastName": "Dupont",
  "fullName": "Christelle Dupont",
  "headline": "Christelle Dupont - RSM BELGIUM",
  "location": "Brussels Metropolitan Area",
  "country": "BE",
  "profilePictureUrl": "https://static.licdn.com/...",
  "followersCount": 268,
  "connectionsCount": 269,
  "currentCompany": "RSM BELGIUM",
  "currentCompanyUrl": "https://uk.linkedin.com/company/rsm-belgium",
  "positions": [
    {
      "companyName": "RSM BELGIUM",
      "companyLinkedinUrl": "https://uk.linkedin.com/company/rsm-belgium",
      "title": null,
      "location": null
    }
  ],
  "educations": [
    {
      "schoolName": "UCLouvain - Université catholique de Louvain",
      "schoolUrl": "https://be.linkedin.com/school/uclouvain/",
      "degree": null,
      "startDate": "2020",
      "endDate": "2021"
    }
  ],
  "languages": [
    { "name": "Français",    "proficiency": "Native or bilingual proficiency" },
    { "name": "Néerlandais", "proficiency": "Limited working proficiency" },
    { "name": "Anglais",     "proficiency": "Professional working proficiency" }
  ],
  "volunteerExperiences": [
    "Animatrice Baladins Les Scouts ASBL Sep 2015 - Aug 2017 2 years",
    "Membre actif Elsa Louvain-la-neuve Sep 2017 - Jun 2019 1 year 10 months"
  ],
  "recentActivity": [
    { "text": "Is your tax knowledge up to date?", "reactions": null },
    { "text": "Christelle Dupont reposted...", "reactions": null }
  ],
  "positionsText": "RSM BELGIUM",
  "educationsText": "UCLouvain - Université catholique de Louvain · (2020 – 2021)",
  "languagesText": "Français (Native or bilingual proficiency)\nNéerlandais (Limited working proficiency)\nAnglais (Professional working proficiency)",
  "volunteerText": "Animatrice Baladins Les Scouts ASBL Sep 2015 - Aug 2017 2 years",
  "activityText": "Is your tax knowledge up to date?\n---\nChristelle Dupont reposted..."
}

🚀 Usage example

profileUrls:
  - https://www.linkedin.com/in/pierre-g-baa526174/
  - https://www.linkedin.com/in/christelle-dupont-42369620a/
delayBetween: 2

Keywords

linkedin, linkedin profile scraper, linkedin profile data, linkedin public profile, linkedin no login, linkedin without cookie, linkedin name extractor, linkedin company extractor, linkedin education, linkedin languages, linkedin volunteer, linkedin activity, linkedin followers, linkedin connections, lead generation, b2b leads, prospect enrichment, sales intelligence, linkedin automation, contact data, company name, job title, school, university, profile url, linkedin url, linkedin slug, linkedin identifier, people data, social media scraper