# Linkedin Company Associated Members Scraper (`data_link_miner/linkedin-company-associated-members-scraper`) Actor

Analyze employees, skills, locations, schools & network distribution for any LinkedIn company. Analyze people associated with a LinkedIn company page using LinkedIn’s People tab. Ideal for talent intelligence, market research, HR analytics, and B2B targeting.

- **URL**: https://apify.com/data_link_miner/linkedin-company-associated-members-scraper.md
- **Developed by:** [Data LinkMiner](https://apify.com/data_link_miner) (community)
- **Categories:** Automation, Lead generation, Social media
- **Stats:** 26 total users, 1 monthly users, 10.7% runs succeeded, 4 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-usage

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

### Linkedin Company Associated Members Scraper

Analyze employees, skills, locations, schools & network distribution for any LinkedIn company

This actor allows you to deeply analyze people associated with a LinkedIn company page using LinkedIn’s People tab.

It extracts aggregated insights and individual profile metadata, making it ideal for talent intelligence, market research, HR analytics, and B2B targeting.

### How to provide cookie session ?

- install "Copy Cookies" chrome extension
- login to your account and go to your linkedin home page
- Use the extension (clicking will copy cookies)
- Paste the cookies in the input "cookies" from the actor

### Included features

📊 Company-Level People Analytics

Current companies employees come from

Locations (country, city, region)

Network distance (1st / 2nd / 3rd+)

Schools & universities

Fields of study

Job functions

Explicit skills

Service categories

Affiliations & showcase pages

👤 Individual Profile Extraction

Profile ID & LinkedIn URL

Full name & headline

Location

Network distance

Mutual connections

Profile tracking identifiers

Shared connections URLs

🔗 Additional Data

Company People page URL

Affiliated & showcase company pages

Structured & normalized counts for easy analytics

Ready for dashboards, BI tools, or AI pipelines

### 🚀 Use Cases

🧠 Talent Intelligence & HR Analytics

Analyze employee skill distribution

Identify top universities feeding a company

Understand geographic workforce spread

Compare talent pools across competitors

🎯 Sales & GTM Strategy

Find where decision-makers are located

Understand employee backgrounds before outreach

Identify shared connections for warm intros

🏗️ Employer Branding & Recruiting

Benchmark your company against competitors

Discover dominant job functions & expertise

Analyze employee mobility between companies

📊 Market & Competitive Intelligence

Track ecosystem overlap (ex-employees, affiliations)

Identify partner or competitor influence

Discover hidden startup or stealth affiliations

🤖 Data & AI Workflows

Feed structured workforce data into LLMs

Power dashboards, CRMs, or enrichment pipelines

Build talent graphs and network analysis

### OUTPUT

Overview

```json
{
  "url": "https://www.linkedin.com/company/google",
  "people_url": "https://www.linkedin.com/company/google/people/",
  "Current company": [
    {
      "name": "Capgemini",
      "count": 224382
    },
    {
      "name": "Microsoft",
      "count": 196439
    },
    {
      "name": "Google",
      "count": 149544
    },
    {
      "name": "Amazon Web Services (AWS)",
      "count": 128448
    },
    {
      "name": "YouTube",
      "count": 127288
    },
    {
      "name": "LinkedIn",
      "count": 22327
    },
    {
      "name": "Stealth Startup",
      "count": 22251
    },
    {
      "name": "Team for the Planet",
      "count": 19269
    },
    {
      "name": "Forbes",
      "count": 7551
    },
    {
      "name": "Pavilion",
      "count": 6060
    },
    {
      "name": "World Economic Forum",
      "count": 4925
    },
    {
      "name": "Sciences Po",
      "count": 4885
    },
    {
      "name": "Techstars",
      "count": 3422
    },
    {
      "name": "Forbes Technology Council",
      "count": 1893
    },
    {
      "name": "topmate.io",
      "count": 1204
    }
  ],
  "Locations": [
    {
      "name": "United States",
      "count": 86750
    },
    {
      "name": "California, United States",
      "count": 46922
    },
    {
      "name": "San Francisco Bay Area",
      "count": 41941
    },
    {
      "name": "India",
      "count": 18762
    },
    {
      "name": "New York City Metropolitan Area",
      "count": 13424
    },
    {
      "name": "United Kingdom",
      "count": 5908
    },
    {
      "name": "Karnataka, India",
      "count": 5744
    },
    {
      "name": "Greater Bengaluru Area",
      "count": 5696
    },
    {
      "name": "England, United Kingdom",
      "count": 5472
    },
    {
      "name": "Bengaluru",
      "count": 5449
    },
    {
      "name": "Greater Delhi Area",
      "count": 2791
    },
    {
      "name": "Telangana, India",
      "count": 2540
    },
    {
      "name": "Greater Hyderabad Area",
      "count": 2478
    },
    {
      "name": "Hyderabad",
      "count": 2340
    },
    {
      "name": "Delhi, India",
      "count": 1625
    }
  ],
  "Connections": [
    {
      "name": "1st",
      "count": 1
    },
    {
      "name": "2nd",
      "count": 2146
    },
    {
      "name": "3rd+",
      "count": 145505
    }
  ],
  "School": [
    {
      "name": "University of California, Berkeley",
      "count": 3784
    },
    {
      "name": "Stanford University",
      "count": 3537
    },
    {
      "name": "Massachusetts Institute of Technology",
      "count": 1875
    },
    {
      "name": "Harvard University",
      "count": 1231
    },
    {
      "name": "Birla Institute of Technology and Science, Pilani",
      "count": 1071
    },
    {
      "name": "The Wharton School",
      "count": 1049
    },
    {
      "name": "Stanford University Graduate School of Business",
      "count": 1022
    },
    {
      "name": "University of Mumbai",
      "count": 986
    },
    {
      "name": "Harvard Business School",
      "count": 798
    },
    {
      "name": "INSEAD",
      "count": 633
    },
    {
      "name": "Indian Institute of Technology, Kharagpur",
      "count": 591
    },
    {
      "name": "Delhi University",
      "count": 462
    },
    {
      "name": "Kendriya Vidyalaya",
      "count": 418
    },
    {
      "name": "Indian School of Business",
      "count": 406
    },
    {
      "name": "Netaji Subhas Institute of Technology",
      "count": 344
    }
  ],
  "Current Function": [
    {
      "name": "Engineering",
      "count": 72223
    },
    {
      "name": "Information Technology",
      "count": 18375
    },
    {
      "name": "Business Development",
      "count": 15890
    },
    {
      "name": "Sales",
      "count": 14366
    },
    {
      "name": "Program and Project Management",
      "count": 11601
    },
    {
      "name": "Operations",
      "count": 11240
    },
    {
      "name": "Marketing",
      "count": 11227
    },
    {
      "name": "Product Management",
      "count": 6483
    },
    {
      "name": "Media and Communication",
      "count": 6295
    },
    {
      "name": "Arts and Design",
      "count": 6218
    },
    {
      "name": "Human Resources",
      "count": 4571
    },
    {
      "name": "Education",
      "count": 4411
    },
    {
      "name": "Research",
      "count": 4313
    },
    {
      "name": "Community and Social Services",
      "count": 2958
    },
    {
      "name": "Entrepreneurship",
      "count": 1739
    }
  ],
  "Skill Explicit": [
    {
      "name": "Python (Programming Language)",
      "count": 45798
    },
    {
      "name": "Java",
      "count": 44449
    },
    {
      "name": "C++",
      "count": 40375
    },
    {
      "name": "Leadership",
      "count": 33204
    },
    {
      "name": "Project Management",
      "count": 32286
    },
    {
      "name": "SQL",
      "count": 32193
    },
    {
      "name": "C (Programming Language)",
      "count": 30899
    },
    {
      "name": "Microsoft Office",
      "count": 30064
    },
    {
      "name": "Management",
      "count": 29243
    },
    {
      "name": "JavaScript",
      "count": 28707
    },
    {
      "name": "Microsoft Excel",
      "count": 24502
    },
    {
      "name": "Strategy",
      "count": 19414
    },
    {
      "name": "Machine Learning",
      "count": 19059
    },
    {
      "name": "Business Development",
      "count": 15046
    },
    {
      "name": "Business Strategy",
      "count": 14875
    }
  ],
  "Service categories": [
    {
      "name": "Consulting",
      "count": 1515
    },
    {
      "name": "Marketing",
      "count": 1243
    },
    {
      "name": "Coaching & Mentoring",
      "count": 1007
    },
    {
      "name": "Software Development",
      "count": 968
    },
    {
      "name": "Operations",
      "count": 760
    },
    {
      "name": "Design",
      "count": 691
    },
    {
      "name": "Writing",
      "count": 597
    },
    {
      "name": "Digital Marketing",
      "count": 563
    },
    {
      "name": "Career Development Coaching",
      "count": 493
    },
    {
      "name": "Information Technology",
      "count": 474
    },
    {
      "name": "Business Consulting",
      "count": 354
    },
    {
      "name": "Interview Preparation",
      "count": 283
    },
    {
      "name": "Leadership Development",
      "count": 279
    },
    {
      "name": "Public Speaking",
      "count": 267
    },
    {
      "name": "Resume Review",
      "count": 220
    }
  ],
  "Field of Study": [
    {
      "name": "Computer Science",
      "count": 41371
    },
    {
      "name": "Computational Science",
      "count": 35717
    },
    {
      "name": "Electrical and Electronics Engineering",
      "count": 9384
    },
    {
      "name": "Computer Engineering",
      "count": 9305
    },
    {
      "name": "Business Administration and Management, General",
      "count": 8957
    },
    {
      "name": "Marketing",
      "count": 7643
    },
    {
      "name": "Information Technology",
      "count": 6718
    },
    {
      "name": "Computer Engineering Technologies/Technicians",
      "count": 6427
    },
    {
      "name": "Economics",
      "count": 6298
    },
    {
      "name": "Computer Engineering Technology/Technician",
      "count": 5924
    },
    {
      "name": "Mathematics",
      "count": 5815
    },
    {
      "name": "Business/Commerce, General",
      "count": 4703
    },
    {
      "name": "Electrical, Electronics and Communications Engineering",
      "count": 4083
    },
    {
      "name": "Finance, General",
      "count": 3925
    },
    {
      "name": "Physical Sciences",
      "count": 1712
    }
  ],
  "affiliated_pages": [
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/googlesearchcentral/",
      "company": "Google Search Central"
    },
    {
      "category": "IT Services and IT Consulting",
      "url": "https://www.linkedin.com/showcase/chrome-enterprise/",
      "company": "ChromeOS & Chrome Enterprise"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-search-liaison/",
      "company": "Google Search Liaison"
    },
    {
      "category": "Software Development",
      "url": "https://www.linkedin.com/company/photomath/",
      "company": "Photomath"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-analytics/",
      "company": "Google Analytics"
    },
    {
      "category": "Online Audio and Video Media",
      "url": "https://www.linkedin.com/showcase/google-news-initiative/",
      "company": "Google News Initiative"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/company/youtube/",
      "company": "YouTube"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/showcase/think-with-google/",
      "company": "Think with Google"
    },
    {
      "category": "Software Development",
      "url": "https://www.linkedin.com/showcase/firebase/",
      "company": "Firebase"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/company/adometry/",
      "company": "Adometry (acquired by Google)"
    },
    {
      "category": "E-learning",
      "url": "https://www.linkedin.com/showcase/grow-with-google/",
      "company": "Grow with Google"
    },
    {
      "category": "Agriculture, Construction, Mining Machinery Manufacturing",
      "url": "https://www.linkedin.com/company/mineral-ai/",
      "company": "Mineral.ai"
    },
    {
      "category": "Internet Publishing",
      "url": "https://www.linkedin.com/showcase/gwgafrica/",
      "company": "Grow with Google Africa"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/showcase/googleadmob/",
      "company": "Google AdMob"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-developers-north-america/",
      "company": "Google Developers North America"
    },
    {
      "category": "IT Services and IT Consulting",
      "url": "https://www.linkedin.com/showcase/googleworkspace/",
      "company": "Google Workspace"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/androiddev/",
      "company": "Android Developers"
    },
    {
      "category": "Software Development",
      "url": "https://www.linkedin.com/showcase/google-cloud/",
      "company": "Google Cloud"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/showcase/googlemarketingplatform/",
      "company": "Google Marketing Platform"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-chrome/",
      "company": "Google Chrome"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/showcase/google-partners/",
      "company": "Google Partners"
    },
    {
      "category": "Internet Publishing",
      "url": "https://www.linkedin.com/showcase/google-cloud-partners/",
      "company": "Google Cloud Partners"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-user-research./",
      "company": "Google User Experience Research"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/flutterdevofficial/",
      "company": "Flutter Dev"
    },
    {
      "category": "Human Resources Services",
      "url": "https://www.linkedin.com/showcase/rework-with-google/",
      "company": "re:Work with Google"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-public-policy/",
      "company": "Google Public Policy"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-pay/",
      "company": "Google Pay"
    },
    {
      "category": "Internet Publishing",
      "url": "https://www.linkedin.com/showcase/google-small-business/",
      "company": "Google Small Business"
    },
    {
      "category": "Research",
      "url": "https://www.linkedin.com/company/x/",
      "company": "X, the moonshot factory"
    },
    {
      "category": "",
      "url": "https://www.linkedin.com/showcase/flutterdev-hold/",
      "company": "Flutter"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-nest/",
      "company": "Google Nest Pro "
    },
    {
      "category": "Software Development",
      "url": "https://www.linkedin.com/showcase/googlearvr/",
      "company": "Google AR & VR"
    },
    {
      "category": "IT Services and IT Consulting",
      "url": "https://www.linkedin.com/showcase/googleplaybiz/",
      "company": "Google Play business community"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/showcase/google-ad-manager/",
      "company": "Google Ad Manager"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-developer-groups/",
      "company": "Google Developer Groups (GDG)"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/googlemapsplatform/",
      "company": "Google Maps Platform"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/company/synergyse/",
      "company": "Synergyse"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/android_by_google/",
      "company": "Android"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-health/",
      "company": "Google Health"
    },
    {
      "category": "Venture Capital and Private Equity Principals",
      "url": "https://www.linkedin.com/company/capitalg/",
      "company": "CapitalG"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/google-public-sector/",
      "company": "Google Public Sector"
    },
    {
      "category": "",
      "url": "https://www.linkedin.com/showcase/firebase-hold/",
      "company": "Firebase"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/googledevelopers/",
      "company": "Google for Developers"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/tensorflowdev/",
      "company": "TensorFlow"
    },
    {
      "category": "Information Technology & Services",
      "url": "https://www.linkedin.com/showcase/androidenterprise/",
      "company": "Android Enterprise"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/chrome-for-developers/",
      "company": "Chrome for Developers"
    },
    {
      "category": "Advertising Services",
      "url": "https://www.linkedin.com/showcase/google-ads-/",
      "company": "Google Ads"
    },
    {
      "category": "Technology, Information and Internet",
      "url": "https://www.linkedin.com/showcase/googleresearch/",
      "company": "Google Research"
    }
  ]
}
```

Profile

```json
{
  "profile_search_url": "https://www.linkedin.com/search/results/all/?keywords=Murat%20G%C3%B6nc%C3%BC&origin=ENTITY_SEARCH_HOME_HISTORY&heroEntityKey=urn%3Ali%3Afsd_profile%3AACoAAAbDNmAB21nl_sMRHWjWqi0bb9Dsc5kEqdw",
  "profile_id": "113456736",
  "profile_network_distance": "DISTANCE_2",
  "profile_fullname": "Murat Göncü",
  "profile_shared_connections_url": "https://www.linkedin.com/search/results/people/?facetNetwork=%5B%22F%22%5D&facetConnectionOf=%5B%22ACoAAAbDNmAB21nl_sMRHWjWqi0bb9Dsc5kEqdw%22%5D&origin=SHARED_CONNECTIONS_CANNED_SEARCH",
  "profile_mutuals_co": "1 mutual connection",
  "profile_fsd_profile": "ACoAAAbDNmAB21nl_sMRHWjWqi0bb9Dsc5kEqdw",
  "profile_headline": "Technical Solutions Engineer at Google",
  "profile_tracking_id": "a9FgZQf0ROuePoptDncnOw==",
  "profile_location": "Paris",
  "profile_linkedin": "https://www.linkedin.com/in/muratgoncu",
  "profile_input_url": "https://www.linkedin.com/company/google"
}
```

### SUPPORT

Create an issue and share the failed run.

We will help resolve the problem.

We also stay available for questions

# Actor input Schema

## `urls` (type: `array`):

Provide company urls you want to extract data from

## `get_affi_pages` (type: `boolean`):

Extract the list of other company pages affiliated to the input company

## `get_associated_members_profiles` (type: `boolean`):

Get profile details of the people page

## `max_profiles` (type: `integer`):

Setup a limit for search result extraction

## `list_cookies` (type: `array`):

Provide your own exported cookie session

## `proxyConfiguration` (type: `object`):

The best option is usually Automatic proxy. But you can also use your own proxies or no proxy

## Actor input object example

```json
{
  "urls": [
    "https://www.linkedin.com/company/google",
    "https://www.linkedin.com/company/amazon"
  ],
  "get_affi_pages": true,
  "get_associated_members_profiles": false,
  "max_profiles": 0,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "urls": [
        "https://www.linkedin.com/company/google",
        "https://www.linkedin.com/company/amazon"
    ],
    "proxyConfiguration": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("data_link_miner/linkedin-company-associated-members-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "urls": [
        "https://www.linkedin.com/company/google",
        "https://www.linkedin.com/company/amazon",
    ],
    "proxyConfiguration": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("data_link_miner/linkedin-company-associated-members-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "urls": [
    "https://www.linkedin.com/company/google",
    "https://www.linkedin.com/company/amazon"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}' |
apify call data_link_miner/linkedin-company-associated-members-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,data_link_miner/linkedin-company-associated-members-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/2FAbqmjsZrwBt2ogL/builds/debbhlqzS9dkqlWQr/openapi.json