LinkedIn Employee Scraper & Company People Extractor

LinkedIn Employee Scraper & Company People Extractor (No Cookies)

Extract employee profiles from LinkedIn company pages — names, job titles, locations, and profile URLs — for B2B lead generation, recruiting research, account mapping, and market intelligence. No LinkedIn login, cookies, or account required.

This Actor is unofficial and is not affiliated with LinkedIn.

What you get

• Employee full name
• Current job title / headline
• Location
• LinkedIn profile URL
• Current company name
• Deduplicated, clean records (duplicates removed automatically)

Popular use cases

• Build B2B lead lists from a target company
• Find software engineers, founders, recruiters, sales leaders, marketers, and decision makers
• Map employees at a competitor or target account
• Export employee lists to JSON, CSV, Excel, Google Sheets, CRM, n8n, Make, or Zapier
• Collect role-based LinkedIn profile URLs for enrichment workflows

Why this Actor

• No cookies or LinkedIn account required — it uses a maintained no-cookie data source under the hood
• Supports multiple company URLs in one run
• Optional job-title filtering (e.g. Software Engineer, Founder, Recruiter)
• Deduplicates profiles automatically
• Outputs clean structured records ready for CRM and automation tools

Input

Field	Description
LinkedIn Company URLs	One LinkedIn company page URL per row, e.g. https://www.linkedin.com/company/google
Roles / Keywords	Optional job titles to filter employees. Leave empty to collect all employees.
Maximum Profiles (Total)	Optional safety cap on unique profiles saved. Use 0 for no limit.
Source Cost Safety Limit (USD)	Advanced cap for the underlying data collection run.
Source Timeout (seconds)	Maximum time to wait for the underlying data collection run.

Quick start

1. Enter one company URL and, optionally, one job title.
2. Keep Maximum Profiles (Total) small (e.g. 50) to validate output first.
3. Export the results and increase the limits as needed.

Example input

{
  "dryRun": false,
  "companyUrls": [
    "https://www.linkedin.com/company/microsoft/"
  ],
  "tags": [
    "Software Engineer"
  ],
  "maxProfiles": 100
}

Output example

{
  "name": "Jane Doe",
  "designation": "Software Engineer at Microsoft",
  "location": "Redmond, Washington, United States",
  "profileUrl": "https://www.linkedin.com/in/example/",
  "company_name": "Microsoft"
}

Pricing and total cost

• This Actor charges $3.00 per 1,000 saved employee profiles (plan discounts shown in the Pricing tab).
• It runs a paid no-cookie data source underneath; those source charges are passed through and disclosed separately.
• A small Actor-start fee can apply even if no profile is saved.
• Preview / Dry Run writes sample output only and does not trigger a result charge.

Limits and result interpretation

• Results reflect publicly available LinkedIn profile data and may be incomplete for very large companies or restricted profiles.
• Job-title filtering depends on the underlying source's matching; broad titles can match loosely.
• A SUCCEEDED run means the run finished — always inspect the dataset and the error rows before importing.

Legal and platform note

Use this Actor responsibly and only for lawful purposes. Review LinkedIn terms and applicable privacy/data protection rules for your use case.