# LinkedIn Company & Employee Find | X-Ray | No Login & 🍪 | Bulk (`aeonkosmos/linkedin-people-search`) Actor

Find LinkedIn company pages by keyword and discover employees at any company. No login, no cookies, zero ban risk. X-ray powered.
Bulk search 100 companies per run. Returns company URLs, employee profiles with name and headline.

- **URL**: https://apify.com/aeonkosmos/linkedin-people-search.md
- **Developed by:** [Eugene Volper](https://apify.com/aeonkosmos) (community)
- **Categories:** Lead generation, Social media
- **Stats:** 163 total users, 110 monthly users, 100.0% runs succeeded, 1 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.70 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use 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

../README.md

# Actor input Schema

## `service` (type: `string`):

Which search service to use
## `keyword` (type: `string`):

Company name or keyword to search for on LinkedIn
## `companyPattern` (type: `string`):

How to construct the search query
## `companyCountries` (type: `string`):

Comma-separated country codes (e.g. uk, us, de). Leave empty for global search.
## `companyMaxResults` (type: `integer`):

Max company profiles to return. Default 100. You pay per result.
## `companyName` (type: `string`):

Exact company name as it appears on LinkedIn (e.g., 'National Bank of Canada').
## `title` (type: `string`):

Single keyword to include in search (e.g., 'Engineer', 'Manager', 'Sales'). Only one keyword supported.
## `employeePattern` (type: `string`):

How to construct the search query. Start with Pattern 1 (strictest).
## `employeeCountries` (type: `string`):

Comma-separated country codes (e.g. uk, us, de). Leave empty for global search.
## `employeeMaxResults` (type: `integer`):

Max employee profiles to return. Default 100. You pay per profile.
## `bulkKeywords` (type: `string`):

One keyword per line. Each keyword = separate company search.

Example:
OpenAI
Anthropic
Google DeepMind
Meta AI
## `bulkCompanyCountries` (type: `string`):

Comma-separated country codes. Applied to every keyword. Leave empty for global.

Example: uk, us, de
## `bulkCompanyPattern` (type: `string`):

How to construct the search query
## `bulkCompanyMaxResults` (type: `integer`):

Max company profiles per keyword. Default 100. You pay per result.
## `bulkCompanies` (type: `string`):

One company per line. Format: CompanyName, Keyword, Country (keyword and country optional).

Example:
Marriott International, CFO
Hilton Worldwide, Director of Sales, uk
Google
Amazon
## `bulkEmployeePattern` (type: `string`):

How to construct the search query. Start with Pattern 1 (strictest).
## `bulkEmployeeKeyword` (type: `string`):

Single keyword to include in every search (e.g., 'Engineer'). Only one keyword. Optional.
## `bulkMaxResultsPerCompany` (type: `integer`):

Max employee profiles per company. Default 100. You pay per profile.
## `bulkDelayMs` (type: `integer`):

Milliseconds to wait between searches. Lower = faster but may hit rate limits.
## `loadAll` (type: `boolean`):

Automatically paginate to load all results up to your max limit. If OFF, returns only the first page (up to 10).

## Actor input object example

```json
{
  "service": "companies",
  "keyword": "OpenAI",
  "companyPattern": "4",
  "companyMaxResults": 100,
  "employeePattern": "1",
  "employeeMaxResults": 100,
  "bulkCompanyPattern": "4",
  "bulkCompanyMaxResults": 100,
  "bulkEmployeePattern": "1",
  "bulkMaxResultsPerCompany": 100,
  "bulkDelayMs": 1500,
  "loadAll": false
}
````

# 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 = {
    "keyword": "OpenAI"
};

// Run the Actor and wait for it to finish
const run = await client.actor("aeonkosmos/linkedin-people-search").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 = { "keyword": "OpenAI" }

# Run the Actor and wait for it to finish
run = client.actor("aeonkosmos/linkedin-people-search").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "keyword": "OpenAI"
}' |
apify call aeonkosmos/linkedin-people-search --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=aeonkosmos/linkedin-people-search",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "LinkedIn Company & Employee Find | X-Ray | No Login & 🍪 | Bulk",
        "description": "Find LinkedIn company pages by keyword and discover employees at any company. No login, no cookies, zero ban risk. X-ray powered.\nBulk search 100 companies per run. Returns company URLs, employee profiles with name and headline.",
        "version": "1.7",
        "x-build-id": "C5Qw9M6tdV77zqAVi"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/aeonkosmos~linkedin-people-search/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-aeonkosmos-linkedin-people-search",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/aeonkosmos~linkedin-people-search/runs": {
            "post": {
                "operationId": "runs-sync-aeonkosmos-linkedin-people-search",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/aeonkosmos~linkedin-people-search/run-sync": {
            "post": {
                "operationId": "run-sync-aeonkosmos-linkedin-people-search",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "service"
                ],
                "properties": {
                    "service": {
                        "title": "Service",
                        "enum": [
                            "companies",
                            "employees",
                            "bulk_companies",
                            "bulk_employees"
                        ],
                        "type": "string",
                        "description": "Which search service to use",
                        "default": "companies"
                    },
                    "keyword": {
                        "title": "Company Keyword",
                        "type": "string",
                        "description": "Company name or keyword to search for on LinkedIn"
                    },
                    "companyPattern": {
                        "title": "Search Pattern",
                        "enum": [
                            "1",
                            "2",
                            "3",
                            "4"
                        ],
                        "type": "string",
                        "description": "How to construct the search query",
                        "default": "4"
                    },
                    "companyCountries": {
                        "title": "Countries",
                        "type": "string",
                        "description": "Comma-separated country codes (e.g. uk, us, de). Leave empty for global search."
                    },
                    "companyMaxResults": {
                        "title": "Max Results",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Max company profiles to return. Default 100. You pay per result.",
                        "default": 100
                    },
                    "companyName": {
                        "title": "Company Name",
                        "type": "string",
                        "description": "Exact company name as it appears on LinkedIn (e.g., 'National Bank of Canada')."
                    },
                    "title": {
                        "title": "Include Keyword",
                        "type": "string",
                        "description": "Single keyword to include in search (e.g., 'Engineer', 'Manager', 'Sales'). Only one keyword supported."
                    },
                    "employeePattern": {
                        "title": "Search Pattern",
                        "enum": [
                            "1",
                            "2",
                            "3",
                            "4"
                        ],
                        "type": "string",
                        "description": "How to construct the search query. Start with Pattern 1 (strictest).",
                        "default": "1"
                    },
                    "employeeCountries": {
                        "title": "Countries",
                        "type": "string",
                        "description": "Comma-separated country codes (e.g. uk, us, de). Leave empty for global search."
                    },
                    "employeeMaxResults": {
                        "title": "Max Results",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Max employee profiles to return. Default 100. You pay per profile.",
                        "default": 100
                    },
                    "bulkKeywords": {
                        "title": "Keywords (one per line)",
                        "type": "string",
                        "description": "One keyword per line. Each keyword = separate company search.\n\nExample:\nOpenAI\nAnthropic\nGoogle DeepMind\nMeta AI"
                    },
                    "bulkCompanyCountries": {
                        "title": "Countries",
                        "type": "string",
                        "description": "Comma-separated country codes. Applied to every keyword. Leave empty for global.\n\nExample: uk, us, de"
                    },
                    "bulkCompanyPattern": {
                        "title": "Search Pattern",
                        "enum": [
                            "1",
                            "2",
                            "3",
                            "4"
                        ],
                        "type": "string",
                        "description": "How to construct the search query",
                        "default": "4"
                    },
                    "bulkCompanyMaxResults": {
                        "title": "Max Results Per Keyword",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Max company profiles per keyword. Default 100. You pay per result.",
                        "default": 100
                    },
                    "bulkCompanies": {
                        "title": "Companies (one per line)",
                        "type": "string",
                        "description": "One company per line. Format: CompanyName, Keyword, Country (keyword and country optional).\n\nExample:\nMarriott International, CFO\nHilton Worldwide, Director of Sales, uk\nGoogle\nAmazon"
                    },
                    "bulkEmployeePattern": {
                        "title": "Search Pattern",
                        "enum": [
                            "1",
                            "2",
                            "3",
                            "4"
                        ],
                        "type": "string",
                        "description": "How to construct the search query. Start with Pattern 1 (strictest).",
                        "default": "1"
                    },
                    "bulkEmployeeKeyword": {
                        "title": "Include Keyword",
                        "type": "string",
                        "description": "Single keyword to include in every search (e.g., 'Engineer'). Only one keyword. Optional."
                    },
                    "bulkMaxResultsPerCompany": {
                        "title": "Max Results Per Company",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Max employee profiles per company. Default 100. You pay per profile.",
                        "default": 100
                    },
                    "bulkDelayMs": {
                        "title": "Delay Between Searches (ms)",
                        "minimum": 500,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Milliseconds to wait between searches. Lower = faster but may hit rate limits.",
                        "default": 1500
                    },
                    "loadAll": {
                        "title": "Load All Results",
                        "type": "boolean",
                        "description": "Automatically paginate to load all results up to your max limit. If OFF, returns only the first page (up to 10).",
                        "default": false
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
