LinkedIn Profile Scraper

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

Field	Type	Required	Description
profileURLs	string[]	✅	LinkedIn people profile URLs to scrape — maximum 20 per run

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

Field	Type	Description
linkedinId	string	LinkedIn profile slug (from the URL)
linkedinNumId	string	LinkedIn internal numeric profile ID
url	string	Canonical LinkedIn profile URL
name	string	Full name
firstName	string	First name
lastName	string	Last name
city	string	City or region shown on the profile
countryCode	string	ISO 3166-1 alpha-2 country code
headline	string	Current job title / headline
about	string	Bio / about section text
avatar	string	Profile photo URL
bannerImage	string	Profile banner image URL
followers	number	LinkedIn follower count
connections	number	Connection count (capped at 500 by LinkedIn)
isInfluencer	boolean	Whether LinkedIn has granted the person Influencer status
currentCompany.id	string	LinkedIn company slug
currentCompany.name	string	Company display name
currentCompany.url	string	LinkedIn company page URL
currentCompany.location	string	Office location for the role
experience	array	Full work history — see sub-fields below
experience[].title	string	Job title
experience[].company	string	Company name
experience[].companyId	string	LinkedIn company slug
experience[].companyLogoUrl	string	Company logo image URL
experience[].location	string	Role location
experience[].startDate	string	Start date (e.g. "Jan 2021")
experience[].endDate	string	End date or "Present"
experience[].descriptionHtml	string	Role description HTML
experience[].url	string	Company LinkedIn page URL
education	array	Education history — see sub-fields below
education[].school	string	School or university name
education[].schoolId	string	LinkedIn school slug
education[].schoolLogoUrl	string	School logo URL
education[].degree	string	Degree type (e.g. "Bachelor of Science")
education[].fieldOfStudy	string	Major or field of study
education[].startDate	string	Start year/month
education[].endDate	string	End year/month
education[].url	string	LinkedIn school page URL
languages	array	Languages listed on the profile
languages[].name	string	Language name
languages[].proficiency	string	Proficiency level (e.g. "Full professional proficiency")
certifications	array	Professional certifications
certifications[].name	string	Certification name
certifications[].issuingOrganization	string	Issuing body
certifications[].issueDate	string	Date issued
certifications[].credentialId	string	Credential ID
certifications[].url	string	Verification URL
recentActivity	array	Recent posts, shares, and reactions
recentActivity[].id	string	Activity ID
recentActivity[].title	string	Post title or preview text
recentActivity[].link	string	URL to the LinkedIn post
recentActivity[].imageUrl	string	Preview image URL
recentActivity[].interaction	string	How the person interacted (e.g. "shared this", "commented")
bioLinks	array	External links pinned to the profile
bioLinks[].title	string	Link label (e.g. "Company Website", "I'm hiring!")
bioLinks[].url	string	The external URL
recommendationsCount	number	Number of recommendations received

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