Linkedin Profile BULK Scraper

Extract detailed LinkedIn profile data at scale from public LinkedIn profile URLs.

Overview

LinkedIn Profile Bulk Scraper is designed for recruiters, sales teams, lead generation agencies, market researchers, and data enrichment workflows that need structured LinkedIn profile data in bulk.

Simply provide a list of LinkedIn profile URLs and the Actor will process them automatically.

Key Features

• Process up to 1,000 LinkedIn profile URLs per run
• Bulk profile enrichment
• Fast and reliable extraction
• Structured JSON output
• Pay only for successful results
• Works with public LinkedIn profile URLs
• Suitable for CRM enrichment and lead generation

Pricing

This Actor uses Pay Per Result pricing.

$1.20 per 1,000 successful results

You are charged only for profiles that are successfully processed.

Successful Profiles	Cost
100	$0.12
500	$0.60
1,000	$1.20
10,000	$12.00

Input

Provide an array of LinkedIn profile URLs.

Example Input

{
  "links": [
    "https://www.linkedin.com/in/williamhgates",
    "https://www.linkedin.com/in/ingmar-klein",
    "https://www.linkedin.com/in/satyanadella"
  ]
}

Output

For every successfully processed LinkedIn profile, the Actor returns a detailed JSON object containing profile information.

Available Data

Profile Information

• Full name
• First name
• Last name
• Public identifier
• Headline
• About section
• Industry
• Location
• Premium status
• Creator status
• Influencer status

Profile Images

• Profile picture
• Background picture
• Multiple image dimensions
• Image URLs

Work Experience

• Company names
• Job titles
• Employment dates
• Employment duration
• Locations
• Descriptions
• Company URLs
• Company logos

Education

• Schools
• Universities
• Degrees
• Educational descriptions

Skills

• Professional skills
• Endorsed skills

Certifications

• Licenses
• Certificates
• Issuing organizations
• Issue dates

Languages

• Languages spoken
• Proficiency levels

Organizations

• Professional memberships
• Communities
• Associations

Awards & Honors

• Awards
• Recognitions
• Achievements

Volunteer Experience

• Volunteer roles
• Community involvement

Projects

• Professional projects

Interests

• Interests and activities

Example Output

{
  "item": "https://www.linkedin.com/in/williamhgates",
  "data": {
    "urn": "ACoAACeIPPkBUymOGNvgfbBL_uhKc32Hg_g_haU",
    "firstName": "Ingmar",
    "lastName": "Klein",
    "fullName": "Ingmar Klein",
    "publicIdentifier": "ingmar-klein",
    "headline": "CEO @ Huzzle",
    "about": "exploring my action space",
    "industry": "Computer Software",
    "addressCountryOnly": "United States",
    "addressWithCountry": "San Francisco Bay Area United States",
    "profilePic": "https://...",
    "premium": true,
    "creator": true,
    "experiences": [...],
    "educations": [...],
    "skills": [...],
    "languages": [...],
    "licenseAndCertificates": [...],
    "organizations": [...],
    "honorsAndAwards": [...],
    "volunteerAndAwards": [...],
    "projects": [],
    "interests": []
  }
}

Usage Examples

Recruiting

Enrich candidate profiles with:

• Work history
• Skills
• Education
• Certifications

Lead Generation

Build enriched prospect databases containing:

• Professional titles
• Company information
• Industries
• Locations

CRM Enrichment

Automatically populate CRM records with:

• LinkedIn profile data
• Employment history
• Skills and qualifications

Market Research

Analyze:

• Industry trends
• Career paths
• Company movements
• Professional backgrounds

Processing Limits

• Up to 1,000 LinkedIn profiles per run
• Bulk processing supported
• One result generated per successfully processed profile

Result-Based Billing

This Actor follows Apify's Pay Per Result model.

A result is counted only when a LinkedIn profile is successfully processed and returned in the dataset.

Failed, invalid, or inaccessible profiles are not billed.

Notes

• Input URLs should be valid LinkedIn profile URLs.
• The Actor is optimized for large-scale profile enrichment workflows.
• Processing time depends on the number of profiles submitted.
• Charges apply only to successful results.

Support

If you encounter issues or need additional features, please open an issue through the Actor page or contact support.