LinkedIn Company Employees Scraper & Email Finder - No Login Required

Extract employee profiles from any LinkedIn company page at scale. No cookies, no login, no LinkedIn account needed. Just enter company URLs or names, set your filters, and get structured employee data in seconds.

Works as a LinkedIn people scraper, LinkedIn lead generator, and LinkedIn email finder all in one tool. Perfect alternative to LinkedIn Sales Navigator for building B2B lead lists.

What data can you extract?

Short Profile ($3 per 1,000 profiles)

• Full name (first + last)
• LinkedIn profile URL
• Job title / headline
• Location
• Company association

Full Profile ($6 per 1,000 profiles)

Everything in Short Profile, plus:

• Complete work experience (titles, companies, dates)
• Education history (schools, degrees)
• Skills & endorsements
• About/summary section
• Current company domain

Full Profile + Email ($10 per 1,000 profiles)

Everything in Full Profile, plus:

• Best-guess business email address (pattern-based)
• Email confidence score
• MX domain validation
• Alternative email patterns

Key Features

• No Login Required - Works without LinkedIn cookies, session tokens, or authentication. Zero setup friction. No LinkedIn account needed.
• Batch Multi-Company Processing - Scrape employees from 1 company or 100. The actor processes them all in a single run.
• Advanced Filters - Filter employees by job title, location, seniority level (C-Suite, VP, Director, Manager, Senior, Entry), and industry.
• 3 Extraction Depths - Choose between fast/cheap short profiles or detailed full profiles with email enrichment.
• Resumable Runs - If a run times out or fails, restart it and it picks up where it left off. No duplicate data.
• Pay Per Event (PPE) - Only pay for profiles actually extracted. No flat monthly fee, no subscription.
• Built-in Email Finder - Generate business email addresses using name + company domain pattern matching with MX validation.

Input

Field	Type	Required	Description
companies	Array of strings	Yes	LinkedIn company URLs or names (e.g., ["https://www.linkedin.com/company/google/", "apify-technologies"])
searchQuery	String	No	Filter by job title or keyword (e.g., "Software Engineer", "VP Sales")
location	String	No	Filter by location (e.g., "San Francisco", "United States")
profileDepth	Enum	No	"short", "full", or "full-with-email" (default: "short")
maxEmployees	Integer	No	Max employees per company, 1-1000 (default: 100)
seniorityFilter	Array	No	Filter by seniority: owner, partner, cxo, vp, director, manager, senior, entry
proxyConfiguration	Object	No	Proxy settings (Apify Proxy recommended)

Output Example

{
  "publicIdentifier": "jane-smith-engineering",
  "profileUrl": "https://www.linkedin.com/in/jane-smith-engineering/",
  "firstName": "Jane",
  "lastName": "Smith",
  "fullName": "Jane Smith",
  "headline": "Senior Software Engineer at Google",
  "location": "San Francisco Bay Area",
  "company": "google",
  "scrapedAt": "2026-03-02T10:30:00.000Z",
  "profileDepth": "short"
}

Full profile output includes experience, education, skills, and email fields.

Pricing

This actor uses Pay Per Event pricing. You only pay for profiles successfully extracted.

Depth	Price per Profile	Price per 1,000	Use Case
Short Profile	$0.003	$3	Lead list building, quick company scans
Full Profile	$0.006	$6	Recruiting, talent intelligence
Full + Email	$0.010	$10	Sales outreach, email campaigns

Plus a one-time $0.005 actor start cost per run.

Compare to alternatives: Most LinkedIn scrapers charge $4-12 per 1,000 profiles. We're 25-50% cheaper with the same data quality.

Use Cases

• LinkedIn Lead Generation - Build B2B lead lists of decision-makers (VP, Director, C-Suite) at target accounts. Export to CRM or sales tools.
• Recruiting & Talent Sourcing - Find engineers, designers, marketers, or any role at target companies. Filter by seniority and location.
• Sales Prospecting & Outreach - Extract LinkedIn employee data with emails for direct outreach. Perfect for account-based selling.
• Competitive Intelligence - Track hiring patterns at competitors. See which teams are growing and what roles they're filling.
• Market Research - Analyze workforce composition across industries. Understand skill distributions and geographic spread.
• Account-Based Marketing (ABM) - Identify all stakeholders at target accounts for multi-threaded outreach campaigns.

API Usage

Start a LinkedIn employee scrape via API:

curl "https://api.apify.com/v2/acts/george.the.developer~linkedin-company-employees-scraper/runs" \
  -X POST \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -d '{
    "companies": ["https://www.linkedin.com/company/google/"],
    "searchQuery": "Software Engineer",
    "location": "San Francisco",
    "profileDepth": "short",
    "maxEmployees": 50,
    "seniorityFilter": ["senior", "manager", "director"],
    "proxyConfiguration": { "useApifyProxy": true }
  }'

Integrations

This LinkedIn scraper works with all Apify integrations:

• Zapier - Trigger workflows when new employees are found
• Make (Integromat) - Automate lead pipeline processing
• Google Sheets - Export LinkedIn employee data directly to spreadsheets
• Webhooks - Get notified when scraping completes
• API - Full REST API for programmatic access

FAQ

How does this work without LinkedIn login? The actor uses publicly available data from search engines and LinkedIn's public profile pages. No authentication or LinkedIn cookies are required.

What's the maximum number of employees I can extract? Up to 1,000 per company per search query. For larger companies, use multiple runs with different filters (e.g., by department or location) to cover more employees.

How accurate are the emails? Email addresses are pattern-generated using the person's name and their company's domain. The most common pattern (first.last@domain.com) is correct approximately 60% of the time. All emails include MX domain validation.

Can I scrape multiple companies in one run? Yes! Pass as many company LinkedIn URLs as you need in the companies array. The actor processes them sequentially.

Is this a LinkedIn Sales Navigator alternative? Yes, this scraper provides similar employee search functionality to LinkedIn Sales Navigator but at a fraction of the cost and with API access for automation.

Does this support resumable runs? Yes. If a run times out, restart it with the same input and it will skip already-processed profiles automatically.

Support

Having issues? Reach out through the Issues tab on this actor's page. We respond within 24 hours.