🔥 LinkedIn Companies & Profiles Bulk Scraper (Pay Per Result)

Companies & Profiles LinkedIn data extraction tool with Pay Per Result pricing. Get comprehensive profiles of individuals and companies based on your keywords and filters. Unleash the power of data! 🌐🔍

Note: this is the Pay Per Result version of the Profile & Company Scraper.

🌟 Features

• 🔍 Multi Search Option: Search by keywords, names, or direct URLs
• 📚 Bulk Research: Search from lists of names, company names, or keywords
• 🌍 Global Reach: Filter by any location worldwide
• 🏢 Company Enrichment: Get detailed company info (industry, size, specialties, etc.)
• 👤 Profile Discovery: Find professionals by role, company, or expertise
• ⚡ Fast & Reliable: Optimized for speed and accuracy

💡 Use Cases

• 📊 Market Analysts: Analyze industry trends, company landscapes, and role distribution
• 💼 Business Strategists: Monitor competitors and identify key industry players
• 🎯 HR & Recruiters: Scout talent and understand the competitive landscape
• 👥 Sales Teams: Build prospect lists and enrich lead data
• 🔬 Researchers: Gather professional network data for studies

🚀 How to Use

Quick Search Mode (Fast, Basic Data)

{
  "action": "get-profiles",
  "keywords": ["CEO startup", "CTO fintech"],
  "location": ["France"],
  "limit": 10
}

Detailed Search Mode (Slower, More Data)

{
  "action": "get-profiles",
  "keywords": ["CEO startup"],
  "location": ["France"],
  "limit": 10,
  "fetchDetails": true
}

URL Mode (Direct Data Extraction)

{
  "action": "get-companies",
  "keywords": ["https://www.linkedin.com/company/google"],
  "isUrl": true,
  "limit": 1
}

⚙️ Input Parameters

Parameter	Type	Description	Default
action	Enum	get-profiles or get-companies	get-profiles
keywords	Array	Keywords, names, or URLs to search	Required
isUrl	Boolean	Set true if keywords are LinkedIn URLs	false
limit	Integer	Max results per keyword (1-100)	10
location	Array	Keep only people in these places (e.g., ["France", "Paris"]). Checked on each profile, so people whose name is a place are not returned	[]
companies	Array	Keep only people who work at these companies (e.g., ["Datadog", "Criteo"]). Each company runs its own search	[]
fetchDetails	Boolean	Fetch full profile/company details (slower, more data)	false
proxy	Object	Proxy configuration	Apify Residential

📤 Output Format

Profile Output

{
  "publicId": "john-doe-123456",
  "firstName": "John",
  "lastName": "Doe",
  "fullName": "John Doe",
  "headline": "Senior Software Engineer at Google",
  "profileUrl": "https://www.linkedin.com/in/john-doe-123456",
  "location": "San Francisco, CA",
  "city": "San Francisco",
  "state": "CA",
  "country": "United States",
  "currentCompany": "Google",
  "currentCompanyUrl": "https://linkedin.com/company/google",
  "email": "john@example.com",
  "isOpenToWork": false,
  "scrapedAt": "2025-11-28T10:30:00Z"
}

Company Output

{
  "name": "Google",
  "universalName": "google",
  "companyUrl": "https://www.linkedin.com/company/google",
  "website": "https://about.google",
  "description": "A problem isn't truly solved until it's solved for all...",
  "industry": "Software Development",
  "companySize": "10,001+ employees",
  "companyType": "Public Company",
  "headquarters": "Mountain View, CA",
  "city": "Mountain View",
  "state": "CA",
  "country": "United States",
  "founded": "1998",
  "followers": 39755786,
  "specialties": ["search", "ads", "AI", "cloud", "hardware"],
  "scrapedAt": "2025-11-28T10:30:00Z"
}

LinkedIn account (optional)

Field	What it does
cookies	Your LinkedIn session, exported from a browser where you are signed in. Unlocks job titles, dated work history, education and skills. Leave it empty to run without any account.
userAgent	The browser those cookies came from. Required alongside cookies.

Without these two fields the scraper still returns names, locations, current companies, followers, summaries and pictures. It cannot return job titles or work history, because LinkedIn does not publish them on the public page of an ordinary profile. The headline comes back only for the members who wrote one: LinkedIn shows the employer's name in its place for everybody else, and an employer name is not a headline.

📊 Data Availability by Mode

Profiles

Measured on ordinary profiles, not on public figures. Public figures return more, but they are not who you are scraping.

Data	Without a LinkedIn account	With your LinkedIn account
Name	✅	✅
Headline	⚠️ Only when the member wrote one	✅
Profile URL	✅	✅
Profile picture	✅	✅
Location	✅	✅
Current company	✅	✅
Followers	✅	✅
Summary	✅	✅
Job title	❌	✅
Work history with dates	❌	✅
Education	❌	✅
Skills	❌	✅
Connections count	❌	✅
Email	❌	⚠️ Only when the member published one

LinkedIn does not put the job title of an ordinary profile on its public page, so no scraper can read it there. Everything in the first column comes back without any account of yours being involved. Everything in the second needs the cookies and userAgent fields filled in from a browser where you are signed in.

Companies

Data	Search Mode	Search + fetchDetails	URL Mode
Company Name	✅	✅	✅
Company URL	✅	✅	✅
Industry	⚠️ Partial	✅	✅
Description	⚠️ Partial	✅	✅
Website	❌	✅	✅
Company Size	❌	✅	✅
Company Type	❌	✅	✅
Headquarters	❌	✅	✅
Founded	❌	⚠️ Rarely available	⚠️ Rarely available
Specialties	❌	✅	✅
Followers	❌	✅	✅

⚠️ Note: Data availability depends on profile/company privacy settings and LinkedIn page structure.

💡 Tips for Best Results

1. Use Residential Proxies: Essential for best results
2. Start Small: Test with limit: 5 before scaling up
3. Be Specific: More precise keywords = better results
4. Use fetchDetails for Rich Data: Enable fetchDetails: true to get profile pictures, company info, and more
5. URL Mode for Maximum Details: Use URL mode when you need the most complete data
6. Balance Speed vs Data: Quick mode is ~5x faster but returns less data

📞 Support

Having issues? Check the Issues tab or contact support.

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