LinkedIn Company Scraper - Extract Full Company Data

Efficiently scrape LinkedIn company data in bulk. Extracts detailed information including company overview, employee stats, locations, media, affiliated companies, and more. Returns structured JSON perfect for market research, sales prospecting, and competitive analysis.

Features

• Bulk Scraping: Process multiple companies in a single run with automatic batching.
• Full Company Extraction: Get all available public data from a LinkedIn company page.
• Flexible Input: Accepts company page URLs, universal names, or URNs.
• Company Existence Check: Automatically verifies whether a company exists when data can't be parsed.
• Structured Output: Clean, easy-to-use JSON format.

Input Usage

The actor accepts the following input:

Field	Type	Description
companies	Array of Strings	List of company page URLs, universal names, or URNs to scrape (e.g. https://www.linkedin.com/company/google, google, or 1441).

Example Input

{
    "companies": ["https://www.linkedin.com/company/google", "anthropicresearch", "1441"]
}

Output

The actor returns a structured JSON object for each company.

Example Output

{
    "basic_info": {
        "name": "Anthropic",
        "universal_name": "anthropicresearch",
        "description": "We're an AI research company that builds reliable, interpretable, and steerable AI systems...",
        "website": "https://www.anthropic.com/",
        "linkedin_url": "https://www.linkedin.com/company/anthropicresearch/",
        "specialties": [],
        "industries": ["Research Services"],
        "is_verified": false,
        "founded_info": { "year": null, "month": null, "day": null },
        "page_type": "COMPANY",
        "verification": {
            "is_verified": false,
            "last_verified_at": null
        }
    },
    "tagline": "Anthropic is an AI safety and research company working to build reliable, interpretable, and steerable AI systems.",
    "phone": "",
    "company_urn": "74126343",
    "stats": {
        "employee_count": 4178,
        "follower_count": 2023716,
        "employee_count_range": { "start": 501, "end": 1000 },
        "student_count": null
    },
    "locations": {
        "headquarters": null,
        "offices": [],
        "geo_coordinates": null
    },
    "media": {
        "logo_url": "https://media.licdn.com/...",
        "cover_url": "https://media.licdn.com/...",
        "cropped_cover_url": "https://media.licdn.com/..."
    },
    "links": {
        "website": "https://www.anthropic.com/",
        "linkedin": "https://www.linkedin.com/company/anthropicresearch/",
        "job_search": "https://www.linkedin.com/jobs/search?...",
        "sales_navigator": "https://www.linkedin.com/sales/accounts/insights?...",
        "crunchbase": ""
    },
    "call_to_action": {
        "text": "Visit website",
        "url": "https://www.anthropic.com/",
        "type": "VIEW_WEBSITE",
        "visible": true
    },
    "affiliated_companies": {
        "by_employees": [],
        "showcases": ["106863934"],
        "by_jobs": []
    },
    "similar_companies": ["104825671", "106395067", "10667", "..."],
    "hashtags": [],
    "corporate_relationships": {
        "parent_company": "",
        "acquirer_company": ""
    },
    "company": "anthropicresearch"
}

Error Output

When a company doesn't exists:

{
    "company": "nonexistent-company",
    "error": "Company not found"
}

Use Cases

• Market Research: Analyze company size, industries, and specialties across sectors.
• Sales & Lead Gen: Enrich company data for better targeting and account-based marketing.
• Competitive Analysis: Monitor competitor company pages, employee counts, and affiliated organizations.