LinkedIn Profile Scraper

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Extract public LinkedIn people profile data by URL — work history, education, skills, followers, activity feed, and contact links. No login required.

What you get

• Full name, headline, location, and bio — name, city, country, current job title, and about summary
• Current company — company name, LinkedIn URL, and office location
• Work history — every role with job title, company, location, start/end dates, and description
• Education — schools attended with degree, field of study, and dates
• Languages — language name and proficiency level
• Certifications — name, issuing organization, issue date, and credential ID
• Followers and connections count
• Recent activity feed — latest posts, shares, comments, and reactions with titles and links
• Bio links — personal website, portfolio, or other external links the person has pinned to their profile
• Recommendations count
• Avatar and banner image URLs

Use cases

• Lead generation — enrich a prospect list with current title, company, and contact details
• Talent sourcing — screen candidates by work history and skills before reaching out
• Competitor intelligence — monitor the career moves of key people at competing companies
• Influencer vetting — verify follower counts and content activity before a partnership
• Sales research — understand a prospect's role, background, and recent interests before a call
• People data enrichment — append LinkedIn profile data to CRM records using profile URLs

How to use

1. Paste one or more LinkedIn people profile URLs into the LinkedIn Profile URLs field (e.g. https://www.linkedin.com/in/username) — up to 20 per run
2. Run the actor — results appear in the Dataset tab
3. Export to JSON, CSV, or push directly to Google Sheets or your storage

Input

Example input

{
"profileURLs":[
"https://www.linkedin.com/in/elad-moshe-05a90413/",
"https://www.linkedin.com/in/aviv-tal-75b81/"
]
}

Output

One dataset record per LinkedIn profile URL:

{
"linkedinId":"aviv-tal-75b81",
"linkedinNumId":"168695",
"url":"https://www.linkedin.com/in/aviv-tal-75b81",
"name":"Aviv Tal",
"firstName":"Aviv",
"lastName":"Tal",
"city":"Israel",
"countryCode":"IL",
"headline":"VP Product at Bright Data",
"about":"I'm a tech executive with a strong background in product, strategy, and business…",
"avatar":"https://media.licdn.com/dms/image/...",
"bannerImage":"https://media.licdn.com/dms/image/...",
"followers":1092,
"connections":500,
"isInfluencer":false,
"currentCompany":{
"id":"bright-data",
"name":"Bright Data",
"url":"https://il.linkedin.com/company/bright-data",
"location":""
},
"experience":[
{
"title":"VP Product",
"company":"Bright Data",
"companyId":"bright-data",
"companyLogoUrl":"https://...",
"location":"Tel Aviv, Israel",
"startDate":"Jan 2021",
"endDate":"Present",
"descriptionHtml":"",
"url":"https://il.linkedin.com/company/bright-data"
}
],
"education":[
{
"school":"TEL-AVIV UNIVERSITY",
"schoolId":"tel-aviv-university",
"schoolLogoUrl":"",
"degree":"",
"fieldOfStudy":"",
"startDate":"2002-10",
"endDate":"2004-12",
"url":"https://il.linkedin.com/school/tel-aviv-university/"
}
],
"languages":[
{"name":"English","proficiency":"Full professional proficiency"},
{"name":"Hebrew","proficiency":"Native or bilingual proficiency"}
],
"certifications":[],
"recentActivity":[
{
"id":"7394415665358602240",
"title":"Post or article title text…",
"link":"https://www.linkedin.com/posts/...",
"imageUrl":"https://media.licdn.com/dms/image/...",
"interaction":"Aviv Tal shared this"
}
],
"bioLinks":[],
"recommendationsCount":2
}

Output fields

Notes

• Only public LinkedIn profiles are supported — private profiles will be skipped with an error logged
• connections is capped at 500 by LinkedIn for any profile with 500+ connections
• experience and education availability varies by profile — some users leave these sections empty
• The about field may be truncated if LinkedIn shows only a preview on the public page

Related LinkedIn actors

Part of a complete LinkedIn toolkit — explore the rest of the suite:

• LinkedIn Company Scraper — Company page data — followers, funding, locations
• LinkedIn Company Employees Scraper — Employees from any company page for lead gen
• LinkedIn People Search — Find people by name with headline and location
• LinkedIn Posts Scraper — Posts by URL or from a company/person profile
• LinkedIn Job Listings Scraper — Job details by URL — title, company, salary
• LinkedIn Job Search — Search jobs by keyword and location
• LinkedIn MCP Server — All LinkedIn tools for AI agents via MCP