Real-Time LinkedIn Profile Scraper

Extract comprehensive profile details from LinkedIn URLs with this powerful scraper. This tool retrieves in real-time LinkedIn profile information including basic details without requiring LinkedIn credentials.

Features

• Bulk Processing: Process multiple LinkedIn profile URLs at once through CSV upload or direct input
• Comprehensive Data Extraction: Get complete profile information including name, headline, location, work experience, education history, and more
• No LinkedIn Credentials Required: Access public profile data without needing to log in
• Automatic Retry: Built-in error handling and retry mechanism for reliable data extraction
• Clean Output Format: Receive neatly structured JSON data ready for analysis or integration

Sample Output

{
  "success": true,
  "publicIdentifier": "nikolavelkovski",
  "linkedInIdentifier": "ACoAACnLKjIBOKl2VnU995fAQH0ZTFLnQrmCnv4",
  "memberIdentifier": "701180466",
  "linkedInUrl": "https://www.linkedin.com/in/nikolavelkovski",
  "firstName": "Nick",
  "lastName": "V.",
  "headline": "Co-Founder & CEO @ HeyReach | $6M+ ARR in 2 years",
  "city": "San Francisco",
  "state": "California",
  "country": "United States of America",
  "countryCode": "US",
  "photoUrl": "https://media.licdn.com/dms/image/v2/D4D03AQG2XgQLlgznfg/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1725137771648?e=1756339200&v=beta&t=JSH3MQWbW6vYJCuWcZN-K1Uhz613Rp1eTtPKRR2VMLo",
  "backgroundUrl": "https://media.licdn.com/dms/image/v2/D4D16AQGNr-RVZunxpg/profile-displaybackgroundimage-shrink_350_1400/profile-displaybackgroundimage-shrink_350_1400/0/1738878154391?e=1756339200&v=beta&t=_9ux6lWQj5N41GG6sSTC7WPlqWe4GricOBwSZI4YMdc",
  "openToWork": false,
  "premium": true,
  "showVerificationBadge": false,
  "inputUrl": "https://www.linkedin.com/in/nikolavelkovski/"
}

Use Cases

• Lead Generation: Gather potential client information for sales outreach
• Recruitment: Find and evaluate potential candidates for job positions
• Market Research: Analyze industry professionals and their backgrounds
• Networking: Prepare for meetings by getting detailed information about contacts
• Competitor Analysis: Research team members at competing companies

How to Use

1. Input LinkedIn URLs: Provide LinkedIn profile URLs either:

   • Directly by entering a list of URLs
   • By uploading a CSV file containing profile URLs

2. Start the Actor: Run the scraper and wait for results

3. Export Data: Download the complete dataset in your preferred format (JSON, CSV, Excel)

Input Options

Field	Type	Description
linkedInUrls	String	List of LinkedIn profile URLs (one per line)
csvFile	String	URL or content of a CSV file with LinkedIn URLs (must have a 'linkedinUrl' column)
useCSVFile	Boolean	Set to true if using a CSV file as input

Output Data Structure

Field	Description
success	Whether the profile was successfully scraped
publicIdentifier	LinkedIn public identifier for the profile
linkedInIdentifier	LinkedIn's internal identifier for the profile
memberIdentifier	Numeric member ID for the profile
linkedInUrl	Complete LinkedIn URL of the profile
firstName	First name of the person
lastName	Last name of the person
headline	Professional headline displayed on the profile
city	City where the person is located
state	State/region where the person is located
country	Country where the person is located
countryCode	Two-letter country code
photoUrl	URL of the profile photo
backgroundUrl	URL of the profile background image
openToWork	Whether the person is open to work opportunities
premium	Whether the person has a LinkedIn Premium account
showVerificationBadge	Whether the profile shows a verification badge
inputUrl	The original URL used to retrieve this profile

Tips for Best Results

• Ensure all LinkedIn profile URLs are properly formatted (starting with https://www.linkedin.com/in/)
• For bulk operations, prepare a clean CSV file with properly formatted URLs

Need custom solutions or have questions? Contact us for assistance with your specific data extraction needs.