LinkedIn Profiles & Companies Scraper
Extract LinkedIn people profiles and company pages in bulk: names, headlines, employers, industries and firmographics.
Our LinkedIn Profiles & Companies scraper extracts public people profiles and company pages in bulk, up to 500 queries per run, with no login required. People records include name, headline, location and current employer; company records include industry, employee size range, headquarters, specialties and follower counts. An optional cookie mode unlocks complete profile details. Export to JSON, CSV or API.
Why scrape LinkedIn?
LinkedIn is the world's reference database of professionals and companies, but its data lives behind a browser session, one profile at a time. For sales, recruiting or research teams, the value isn't in reading profiles — it's in having them as structured records you can filter, enrich and sync.
Bulk extraction closes that gap without the overhead of Sales Navigator: you feed names, keywords or URLs and get back clean people and company records, no login required. Combined with hiring signals and enrichment, it's the fastest path from a target list to an actionable database.
What you can extract
Use cases
Lead list building
Turn lists of names or profile URLs into structured contact records for outreach.
Company research at scale
Collect firmographics (size, industry, HQ) for hundreds of target accounts in one run.
CRM enrichment
Refresh titles, employers and company data in your CRM from public LinkedIn pages.
Talent mapping
Map professionals by role and location for recruiting and market analysis.
How it works
Configure your input
Paste a search URL or keywords and set your filters. No code required.
Run in the cloud
The Actor runs on Apify with proxy rotation and anti-bot handling, at any scale.
Get structured data
Download clean JSON, CSV or Excel, or pull results straight from the API into your stack.
Transparent pay-per-result pricing
$0.0037 per result
You only pay for the results you actually extract, no monthly subscription, no wasted spend. Start for free with your Apify credit and scale as you grow.
Free Apify account, credit included, no card required.
Frequently asked questions
Do I need a LinkedIn account or cookies?
No. The scraper works without login for public profile and company data. Optionally, you can provide session cookies to unlock complete personal-profile details.
What input does it take?
Search keywords or direct LinkedIn URLs, up to 500 per run, in people or company mode, with an optional location filter and per-query limit.
What company data is returned?
Name, URL, website, description, industry, employee size range, company type, headquarters, specialties, follower count and founding year.
How much does it cost?
Pay-per-result: about $0.0037 per record extracted, no subscription. Start free with Apify credit.
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