LinkedIn Company Employees Scraper

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Turn any LinkedIn company into a curated roster of its people — names, titles, locations, profile URLs — without a LinkedIn account, cookies, or risk to your own profile.

Drop in https://www.linkedin.com/company/google/ and 1-2 minutes later you have a clean dataset of hundreds of public LinkedIn profiles tied to that company — ready for CSV/JSON/Excel export and direct import into your CRM, sourcing pipeline, or research workflow.

Why pay for this Actor?

Because doing it any other way is painful:

• LinkedIn Sales Navigator / Recruiter: $99–$170/month per seat, and the data still has to be manually copied per profile.
• Manual Google "site:" searches: ~10 seconds per result × hundreds of profiles = an afternoon of mind-numbing tab work.
• Building your own scraper: dealing with Google's HTML quirks, proxy rotation, IP rate limits, dedup across pages, query fan-out — a real engineering project.

This Actor turns half a day into 1-2 minutes, with structured JSON/CSV output and zero risk to your own LinkedIn account. At $2 per 1,000 profiles, that's less than a coffee for a 1,500-person company roster.

What you get

For every employee surfaced:

Export to JSON, CSV, Excel, or HTML with one click. Import directly into HubSpot, Salesforce, Pipedrive, Notion, or any tool that accepts a list.

How it works

1. You give it one or more LinkedIn company URLs (or just the slug, like "anthropic").
2. The Actor runs Google discovery queries to find every public profile associated with that company.
3. You get a deduplicated dataset back, with up to 2,000 unique profiles per company.

No LinkedIn account needed. No cookies. No risk to your own LinkedIn account.

Three tiers — same workflow

Pro Mode runs multiple Google query variants in parallel to surface profiles the basic query misses. Combined with 5-worker concurrency, a 1,500-profile run typically finishes in 60-90 seconds.

Pricing

$2.00 per 1,000 profiles. Pay-per-result. You pay only for what the Actor actually returns.

• No subscription, no monthly minimum.
• Free-tier searches (up to 50 profiles per company) cost nothing.
• Run it once, run it nightly, run it 10,000 times — same per-result price.

Compared to Sales Navigator at $99+/month per seat, this Actor pays for itself after roughly 50,000 profiles — and you get structured exportable data, not a UI you have to copy-paste from.

Example input

{
"companyUrls":[
"https://www.linkedin.com/company/google/",
"anthropic",
"https://www.linkedin.com/company/openai/"
],
"proMode":true,
"maxEmployees":500
}

Example output

{
"name":"Mark Colbert",
"headline":"Director of Engineering at Google",
"location":"Belmont, California, United States",
"profileUrl":"https://www.linkedin.com/in/markcolbert",
"companyName":"Google",
"source":"pro",
"scrapedAt":"2026-06-02T22:06:12.846Z"
}

Performance

Pro Mode runs 5 query variants in parallel — even very large companies (1,000+ employees) finish in under 3 minutes.

Use cases

🎯 Sales prospecting — Build a list of every account executive at your top 50 target accounts. Run nightly to catch new hires.

🧲 Recruiting & sourcing — Identify candidates by current company. Build a sourcing pipeline that doesn't depend on a LinkedIn Recruiter seat.

💼 CRM enrichment — Add LinkedIn URLs to every contact at a target company in your CRM. Run weekly to stay current.

🔬 Market & competitive research — Map an entire competitor's org by function, location, or seniority. Track headcount changes over time.

🤖 Automation pipelines — Trigger from Zapier, Make, n8n, or Apify's own scheduler. Feed company URLs in, get rosters out, no manual touch.

Tips for getting the most out of it

• Start in Standard Mode for previews. It's faster and cheaper, and 250 profiles is enough for most use cases.
• Use Pro Mode for "complete" rosters of large companies. The 10-query fan-out catches profiles a single query misses.
• Run multiple companies in one input — the Actor processes each company independently, so a list of 10 companies is just as easy as one.
• Combine with other actors — Pipe this Actor's output into a profile-enrichment Actor if you need experience, education, or contact details.

What's not in the output (so you know)

• No profile photos — Google's public search doesn't expose LinkedIn avatars consistently, and fetching them from LinkedIn directly is unreliable. We keep the output focused on what we can deliver every time.
• No email addresses — LinkedIn doesn't expose emails publicly, and we don't guess them.
• No connection counts, work history, education — those require fetching each profile page individually, which is slow, expensive, and frequently blocked.

The Actor is intentionally focused: fast, reliable, cheap discovery of LinkedIn profile URLs and headlines tied to a company. That's the job it does well.

Limits & responsible use

• Returns only publicly accessible information from Google search (no LinkedIn login, no cookies).
• Some profiles may be missing — Google indexes a subset of LinkedIn's public profiles, and very small companies may return few results.
• Use the data responsibly. Respect LinkedIn's Terms of Service and applicable privacy laws (GDPR, CCPA, etc.) when reaching out to or storing data about real people.

FAQ

Do I need a LinkedIn account? No. The Actor uses Google's public search index. Your own LinkedIn account is never touched.

Will this get my LinkedIn account banned? No. The Actor never logs into LinkedIn or makes any request from your IP. All requests go through Apify's infrastructure with rotated proxies.

Why don't I get exactly the maxEmployees I asked for? Google's index for any single company tops out at a finite number of unique public profiles — typically 200-2,000 depending on company size. Asking for more just means the Actor walks deeper before bailing on stagnant pages.

What's the difference between Standard and Pro Mode? Standard runs a single base query (site:linkedin.com/in "Company Name") — fast and cheap, good for ~250 profiles. Pro Mode runs 10 query variants in parallel and digs ~10× deeper — gets you 1,000-2,000 profiles for big companies.

Can I run multiple companies at once? Yes. Pass an array of company URLs/slugs — the Actor processes each one independently and pushes all results to the same dataset.

Can I run this on a schedule? Yes. Use Apify's built-in scheduler to run nightly/weekly. Combine with webhooks for downstream automation.

Why is location sometimes null? Google's result snippet doesn't always include a location segment. We pull what's there but don't fabricate.

Support

Spotted an issue, hit a weird result, or want a new feature? Open an issue on the Actor page and I'll take a look.