Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and location fields. No LinkedIn login or cookies. $4 per 1,000 profiles.

Inputs

Field	Type	Description
`linkedin_urls`	array	One profile URL per row (standard or Sales Navigator). Paste hundreds or thousands of URLs here. Duplicates are removed automatically.
`enrich_flags`	array	Optional extra profile data, billed at $8 per 1,000 flags and charged only when a flag returns data. Allowed values: company_interest, top_voices_interest, group_interest, schoo…

What you get

{
  "full_name": "Satya Nadella",
  "first_name": "Satya",
  "last_name": "Nadella",
  "username": "satyanadella",
  "profile_link": "https://linkedin.com/in/satyanadella",
  "profile_headline": "Chairman and CEO at Microsoft",
  "description": "As chairman and CEO of Microsoft...",
  "job_title": "Chairman and CEO",
  "current_company_name": "Microsoft",
  "company_industry": "Computer Software",
  "current_company_linkedin_url": "https://www.linkedin.com/company/microsoft/",
  "location": "Redmond, Washington, United States",
  "country": "United States",
  "experience": [
    {
      "company_name": "Microsoft",
      "company_headcount_range": "10,001+ employees",
      "company_industry": "Software Development",
      "company_website": "news.microsoft.com",
      "job_title": "Chairman and CEO",
      "job_started_on": "2-2014",
      "job_still_working": true
    }
  ],
  "education": [
    {
      "university_id": "8398",
      "started_on": { "year": 1994 },
      "ended_on": { "year": 1996 }
    }
  ]
}

The exact dataset can contain additional profile fields. Empty or unavailable LinkedIn sections may be returned as empty strings, null, or empty arrays.

Use cases

CRM and lead enrichment

Turn stored LinkedIn URLs into structured job, company, location, and career-history fields for segmentation and routing.

Recruiting and candidate research

Build structured candidate records from known LinkedIn profile URLs and export them to a spreadsheet, ATS workflow, or internal database.

Sales and account research

Refresh titles, companies, industries, and work histories before account planning, lead scoring, or personalized outreach.

Market and workforce research

Analyze career paths, company movement, job-title distributions, education histories, and professional backgrounds.

AI-agent context

Give an AI agent structured professional context before meeting preparation, research, routing, or personalized content generation.

Pricing

$4.00 per 1,000 results (Free tier)

The actor is billed pay-per-result on Apify — you only pay for rows returned. See the live pricing on the Apify listing.

Runnable example

Paste this into the actor’s input (JSON) on Apify and press Start:

{
  "linkedin_urls": [],
  "enrich_flags": []
}

Get started

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