LinkedIn Advanced Lead Scraper

What does LinkedIn Advanced Lead Scraper do?

LinkedIn Advanced Lead Scraper helps you collect detailed lead data from LinkedIn using a profile URL and authenticated session details. It is useful for enrichment, prospect research, and sales workflow automation.

Built on the Apify platform, this Actor can be scheduled, connected to webhooks, and exported through Apify dataset formats.

Why use LinkedIn Advanced Lead Scraper?

• Lead enrichment - Gather additional LinkedIn profile details for outreach workflows
• Sales research - Prepare cleaner prospect records before sending to CRM tools
• Operations automation - Run repeatable profile collection jobs from a structured input

How to use LinkedIn Advanced Lead Scraper

1. Open the Actor on Apify
2. Provide the required LinkedIn input fields
3. Start the Actor run
4. Download the output as JSON, CSV, or Excel from the dataset

Input

This Actor accepts a LinkedIn Sales Navigator profile URL together with the authenticated browser session fields required to fetch the data.

Proxy object

Use the proxy object to define how requests should be routed. Common fields are:

• ip - Proxy host or endpoint URL
• port - Proxy port
• username - Proxy username
• password - Proxy password

Example input:

{
  "snProfileUrl": "https://www.linkedin.com/sales/people/EXAMPLE_PROFILE_ID,NAME,undefined",
  "li_at": "AQEFAREBAAAAAXAMPLE_SESSION_TOKEN",
  "JSESSIONID": "ajax:1234567890123456789",
  "bcookie": "v=2&example-browser-cookie",
  "liap": "true",
  "li_theme_set": "app",
  "li_theme": "light",
  "timezone": "Europe/Paris",
  "bscookie": "v=1&example-secure-browser-cookie",
  "li_a": "AQJ2PTEmexample-sales-cookie",
  "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/146.0.0.0 Safari/537.36",
  "timezoneOffset": "2",
  "csrf-token": "ajax:1234567890123456789",
  "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/146.0.0.0 Safari/537.36",
  "x-li-track": "{\"clientVersion\":\"1.13.455\",\"mpVersion\":\"1.13.455\",\"osName\":\"web\",\"timezoneOffset\":2,\"timezone\":\"Europe/Paris\",\"deviceFormFactor\":\"DESKTOP\",\"mpName\":\"voyager-web\",\"displayDensity\":1,\"displayWidth\":1920,\"displayHeight\":1080}",
  "x-li-lang": "en_US",
  "X-Restli-Protocol-Version": "2.0.0",
  "txSmSelfProfileUrl": "https://www.linkedin.com/in/example-self-profile/",
  "proxy": {
    "ip": "http://proxy.example.com",
    "port": "1080",
    "username": "user_example|session_demo|type_mobile|lon_3.81056|lat_43.6139",
    "password": "example_proxy_password"
  }
}

Output

The Actor returns the collected response in the default dataset.

Example output:

{
  "success": true,
  "response": {
    "firstName": "Alex",
    "lastName": "Morgan",
    "fullName": "Alex Morgan",
    "headline": "Senior Revenue Operations Manager | CRM | Sales Automation | GTM Strategy",
    "liProfileUrl": "https://www.linkedin.com/in/example-profile-id",
    "liPublicProfileUrl": "https://www.linkedin.com/in/alex-morgan-demo",
    "jobTitle": "Senior Revenue Operations Manager",
    "companyName": "Example Corp",
    "locationArea": "Paris, Ile-de-France, France",
    "connectionsCount": "500+",
    "skills": "Revenue Operations, CRM Administration, Workflow Automation, Analytics",
    "timestamp": "2026-06-16T05:00:00.000Z"
  }
}

Pricing / Cost estimation

$0.0025 per successful API call on Apify.

Support

If you need adjustments for your workflow, use the Actor Issues tab or your internal support channel.