LinkedIn People Search Scraper 🔍

Extract professional profiles from LinkedIn using powerful search filters. Perfect for talent acquisition, lead generation, competitive analysis, and business development.

🌟 Features

• Advanced Search Filters: Search by name, job title, company, location, school, and more
• Bulk Profile Extraction: Get up to 1,000 profiles per run
• Rich Profile Data: Extract names, emails, phone numbers, job titles, companies, and more
• Multiple Data Views: Choose from Overview, Full Data, or Contact Info views
• Cost Effective: Only $10 per 1,000 profiles
• Fast & Reliable: Powered by enterprise-grade infrastructure

📋 Input Parameters

All parameters are optional, but at least one must be provided:

Basic Search

• Name Search Keywords: Search by name (e.g., "John Smith")
• First Name: Filter by first name
• Last Name: Filter by last name

Professional Filters

• Job Title: Filter by position (e.g., "Software Engineer", "CEO", "Marketing Manager")
• Company: Filter by company name (e.g., "Google", "Microsoft")
• School: Filter by educational institution (e.g., "Stanford University")

Location & Language

• Geocode Location: Filter by location (e.g., "San Francisco, CA", "London, UK")
• Profile Language: Filter by profile language (e.g., "en", "fr", "es")

Advanced Filters

• Current Company ID: Filter by LinkedIn company ID (numeric)
• Industry ID: Filter by LinkedIn industry ID
• Service Category ID: Filter by LinkedIn service category ID

Results

• Maximum Results: Number of profiles to retrieve (1-1000, default: 100)

📊 Output Data

Each profile includes:

Core Information

• Full name
• Email address (when available)
• Phone number (when available)
• Current company
• Job title
• LinkedIn profile URL
• Location
• Industry
• Professional headline

Additional Data

• Number of connections
• Profile image URL
• Professional summary
• Work experience
• Education history
• Skills list
• Verification status

Metadata

• Scrape timestamp
• Unique lead ID
• Profile index
• Data quality indicator
• Search criteria used

🚀 Usage Examples

Example 1: Find Software Engineers in San Francisco

{
  "jobTitle": "Software Engineer",
  "geocodeLocation": "San Francisco, CA",
  "maxResults": 50
}

Example 2: Find Marketing Managers at Tech Companies

{
  "jobTitle": "Marketing Manager",
  "company": "Google",
  "maxResults": 100
}

Example 3: Find Stanford Alumni in New York

{
  "school": "Stanford University",
  "geocodeLocation": "New York, NY",
  "maxResults": 75
}

Example 4: Search by Name and Company

{
  "nameSearchKeywords": "Sarah Johnson",
  "company": "Microsoft",
  "maxResults": 25
}

💰 Pricing

• Cost: $9.99 per 1,000 results
• Estimated Cost: Displayed after each run
• No Hidden Fees: Pay only for successful profile extractions

🎯 Use Cases

Recruitment & HR

• Find qualified candidates for open positions
• Build talent pipelines by location and skills
• Research competitors' team structures

Sales & Business Development

• Generate B2B leads in target industries
• Find decision-makers at target companies
• Build prospect lists for outreach campaigns

Market Research

• Analyze workforce trends by location
• Research company leadership teams
• Study industry professional networks

Competitive Analysis

• Monitor competitor hiring patterns
• Track talent movement in your industry
• Identify key players and influencers

📈 Data Quality

• Professional Grade: Enterprise-quality data extraction
• Verified Profiles: Includes verification status when available
• Fresh Data: Real-time scraping with timestamps
• Comprehensive: Multiple data views for different use cases

🔧 Integration Options

Export Formats

• JSON
• CSV
• Excel (XLSX)
• RSS

API Access

• Full Apify API support
• Webhook integrations
• Scheduled runs
• Custom workflows

Platform Integrations

• Zapier
• Make (Integromat)
• n8n
• Custom API endpoints

📝 Best Practices

1. Start Broad, Then Narrow: Begin with general search terms, then refine
2. Combine Filters: Use multiple filters for more targeted results
3. Check Sample Data: Review first few results before scaling up
4. Respect Rate Limits: Use appropriate delays between large batches
5. Verify Data: Always validate contact information before outreach

⚙️ Technical Details

• Runtime: Node.js 18
• Memory: 1 GB recommended
• Timeout: 3,600 seconds default
• Max Results Per Run: 1,000 profiles
• API Version: 1.0.0

🛟 Support & Resources

• Documentation: Full API Docs
• Get More Tools: LinkFinder AI
• Support Email: support@unlimited-leads.online
• Issues: Report bugs via GitHub Issues

🔐 Privacy & Compliance

This tool respects LinkedIn's terms of service and applicable data protection regulations. Users are responsible for ensuring their use complies with:

• GDPR (EU)
• CCPA (California)
• LinkedIn Terms of Service
• Other applicable laws and regulations

Always obtain proper consent before contacting individuals and respect opt-out requests.

📜 License

ISC License - See LICENSE file for details

🆕 Version History

1.0.0 (Current)

• Initial release
• Support for 11 search filters
• Multiple data export views
• Comprehensive profile extraction
• Cost estimation and reporting

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