# Linkedin People Scraper (`bhansalisoft/linkedin-people-scraper`) Actor

Linkedin People Scraper - Extract LinkedIn user profiles including names, job titles, companies, and locations. Ideal for lead generation, recruitment, and market research. Automate LinkedIn people data easily.

- **URL**: https://apify.com/bhansalisoft/linkedin-people-scraper.md
- **Developed by:** [bhansalisoft](https://apify.com/bhansalisoft) (community)
- **Categories:** Automation, Lead generation, Social media
- **Stats:** 84 total users, 0 monthly users, 100.0% runs succeeded, 2 bookmarks
- **User rating**: 4.64 out of 5 stars

## Pricing

$20.00/month + usage

To use this Actor, you pay a monthly rental fee to the developer. The rent is subtracted from your prepaid usage every month after the free trial period. You also pay for the Apify platform usage, which gets cheaper the higher Apify subscription plan you have.

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

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

### Linkedin people scraper

Linkedin people scraper - scrap linkedin members from linkedin based on your search result. we will scrap all linkedin member details
Software will scrap below information for  Tweet

```
- 🟠 Linkedin ID
- 🟠 Linkedin Name
- 🟠 Linkedin profile url
- 🟠 Linkedin Bio info
- 🟠 Connection Status 1st ,2nd connection
```

Example

```
[
  {
    "Profile_id": "umesh-bhalla-8938b852",
    "fname": "Umesh Bhalla",
    "Profile_link": "https://www.linkedin.com/in/umesh-bhalla-8938b852?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAAsq9e8B9qTvLqyzgs2BK6ZXOdR7_R9v4Fw",
    "Bio": "Category Manager",
    "Connection": "• 1st"
  },
  {
    "Profile_id": "ritu-sharma-0a1aa6aa",
    "fname": "Ritu Sharma",
    "Profile_link": "https://www.linkedin.com/in/ritu-sharma-0a1aa6aa?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAABdMavkB2ndSEdS640z3XZ5rScVOj7K3jDM",
    "Bio": "Sr. HR Executive - Open to Work",
    "Connection": "• 1st"
  }
]
```

- ✅ Software will Extract All member result from any linkedin account with cookie method.
- ✅ Software with extract data with very securily so that Twitter not block you.
- ✅ Software with extractraction speed is in 1 second 500 data.
- ✅ 100% Real Time Tweet information with Advance Export into Excel ,CSV and Text Format.

### How to use

- linkedin Cookie - Enter linkedin Cookie (Check Section how to get Cookie)
- Linkedin search url : Enter Linkedin search url
- Click on Save and Start Button for Start Process of Twitter follower scraper.

### How to get linkedin Cookies

1. ✅ Step 1 :  Install Chrome Extension [Export cookie JSON file for Puppeteer](https://chromewebstore.google.com/detail/export-cookie-json-file-f/nmckokihipjgplolmcmjakknndddifde/reviews) in chrome browser
2. ✅ Step 2 :  Login to your Twitter into chrome browser
3. ✅ Step 3 :  After login, open chrome Extension "Export cookie JSON file for Puppeteer"  and Click Export cookies as JSON, it will download Cookie json file, from file copy cookie.
4. ✅ Step 4 :  Go to Software input Area,Paste Cookie on Box "Twitter Cookie"

Demo video For Get Cookie from any website

https://youtu.be/yYJ6l2jm83Q

### Check Demo Video

https://youtu.be/jSlhAj7ozic

if you face any issue , you can email us at bhansalisoft781986@gmail.com

# Actor input Schema

## `Linkedin_Search_Keyword` (type: `string`):

Search on linkedin with specific keyword like software engineer or marketing person and get linkedin search url

## `Linkedin_cookie` (type: `array`):

Insert your Linkedin cookie here.please login to Linkedin and use editthiscookie extention and get cookie and insert here

## `Run_Last` (type: `boolean`):

If checked then actors runs where last stop

## `Delay` (type: `string`):

Delay on Every Requet in second will add extra on every request  ,we already have rendom delay 5-10 second..

## Actor input object example

```json
{
  "Linkedin_Search_Keyword": "https://www.linkedin.com/search/results/people/?keywords=software%20engineer&origin=SWITCH_SEARCH_VERTICAL&searchId=1adf0dda-a510-41e0-bce6-7e486dde700d&sid=Xeg",
  "Delay": "2"
}
```

# 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 = {
    "Linkedin_Search_Keyword": "https://www.linkedin.com/search/results/people/?keywords=software%20engineer&origin=SWITCH_SEARCH_VERTICAL&searchId=1adf0dda-a510-41e0-bce6-7e486dde700d&sid=Xeg",
    "Run_Last": false,
    "Delay": "2"
};

// Run the Actor and wait for it to finish
const run = await client.actor("bhansalisoft/linkedin-people-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 = {
    "Linkedin_Search_Keyword": "https://www.linkedin.com/search/results/people/?keywords=software%20engineer&origin=SWITCH_SEARCH_VERTICAL&searchId=1adf0dda-a510-41e0-bce6-7e486dde700d&sid=Xeg",
    "Run_Last": False,
    "Delay": "2",
}

# Run the Actor and wait for it to finish
run = client.actor("bhansalisoft/linkedin-people-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 '{
  "Linkedin_Search_Keyword": "https://www.linkedin.com/search/results/people/?keywords=software%20engineer&origin=SWITCH_SEARCH_VERTICAL&searchId=1adf0dda-a510-41e0-bce6-7e486dde700d&sid=Xeg",
  "Run_Last": false,
  "Delay": "2"
}' |
apify call bhansalisoft/linkedin-people-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,bhansalisoft/linkedin-people-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/HOFMboZcH79deajXa/builds/5XikOrEdumtgmbl2l/openapi.json