# Look up a LinkedIn company without a login or cookies

**Use case:** 

Read public LinkedIn company pages with no account, no cookies and no session token. One row per company, and a blocked or missing page costs nothing.

## Input

```json
{
  "companies": [
    "stripe",
    "shopify",
    "notionhq",
    "figma",
    "canva",
    "cloudflare",
    "twilio",
    "mongodbinc",
    "gitlab-com",
    "datadog",
    "atlassian",
    "spotify"
  ],
  "testRun": false,
  "onlyFound": false,
  "includeKeywords": [],
  "excludeKeywords": [],
  "columns": [
    "companyUrl",
    "slug",
    "name",
    "tagline",
    "description",
    "industry",
    "companySize",
    "employeesOnLinkedIn",
    "headquarters",
    "founded",
    "companyType",
    "website",
    "specialties",
    "followerCount",
    "logoUrl",
    "source",
    "masked"
  ],
  "maxConcurrency": 2,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "query": {
    "label": "Company submitted",
    "format": "string"
  },
  "found": {
    "label": "Found?",
    "format": "boolean"
  },
  "status": {
    "label": "Status",
    "format": "string"
  },
  "message": {
    "label": "Details",
    "format": "string"
  },
  "companyUrl": {
    "label": "Company page",
    "format": "string"
  },
  "slug": {
    "label": "Company ID",
    "format": "string"
  },
  "name": {
    "label": "Company name",
    "format": "string"
  },
  "tagline": {
    "label": "Tagline",
    "format": "string"
  },
  "description": {
    "label": "About",
    "format": "string"
  },
  "industry": {
    "label": "Industry",
    "format": "string"
  },
  "companySize": {
    "label": "Company size (self-reported)",
    "format": "string"
  },
  "employeesOnLinkedIn": {
    "label": "Employees on LinkedIn",
    "format": "number"
  },
  "headquarters": {
    "label": "Headquarters",
    "format": "string"
  },
  "founded": {
    "label": "Founded",
    "format": "number"
  },
  "companyType": {
    "label": "Company type",
    "format": "string"
  },
  "website": {
    "label": "Website",
    "format": "string"
  },
  "specialties": {
    "label": "Specialties",
    "format": "array"
  },
  "followerCount": {
    "label": "Followers",
    "format": "number"
  },
  "logoUrl": {
    "label": "Logo",
    "format": "string"
  },
  "source": {
    "label": "Read from",
    "format": "string"
  },
  "masked": {
    "label": "LinkedIn hid part of this page",
    "format": "boolean"
  },
  "scrapedAt": {
    "label": "Checked at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [LinkedIn Company Lookup: linkedin company scraper from $5/1k](https://apify.com/accountable_eel/linkedin-company-lookup.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/accountable_eel/linkedin-company-lookup.md) to learn more, explore other use cases, and run it yourself.


## 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.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **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 full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/accountable_eel/linkedin-company-lookup.md

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).