LinkedIn Company Employees Scraper + Email Finder
Pricing
Pay per usage
LinkedIn Company Employees Scraper + Email Finder
Extract employees from LinkedIn companies and find their verified email addresses. Perfect for lead generation, recruitment, and B2B sales outreach.
Pricing
Pay per usage
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0.0
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Developer
The Profesor Baltazar
Maintained by CommunityActor stats
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2
Total users
1
Monthly active users
a day ago
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Turn a list of company names into a lead list of their publicly visible employees from LinkedIn, with work-email discovery for cold outreach, recruitment, and market research.
No login. No cookies. No account risk. The actor only reads pages that are already public to logged-out visitors โ the same pages Google indexes.
๐งญ How it works
| Step | What happens | Source |
|---|---|---|
| 1. Company resolution | Fetches the public linkedin.com/company/<slug> page and parses its schema.org JSON-LD (name, description, website) | Public company page |
| 2. Employee discovery | Finds public linkedin.com/in/<profile> URLs tied to the company via search-engine results (site:linkedin.com/in "Company" + your job-title/location terms) | Public SERP |
| 3. Profile scraping | Each public profile page โ name, headline, job title, location, employer (JSON-LD Person) | Public profile page |
| 4. Email finding | Extracts emails the company publishes on its own website (contact/team pages), infers the company's email format, generates candidates per name | Public company website |
| 5. Email labeling | Domain MX check; optional SMTP probe. Statuses are honest: listed_on_profile, verified, pattern_match, mx_ok, invalid_domain, not_found | DNS / SMTP |
โ ๏ธ Honesty note: LinkedIn does not expose emails to logged-out visitors. Emails returned are either publicly listed on a profile/company page or pattern-generated candidates. A
pattern_matchemail is a best guess that has not been proven deliverable โ verify before sending at scale. Onlyverifiedmeans the mail server accepted the mailbox on a live probe.
๐ฅ Input
| Field | Type | Required | Default | Description |
|---|---|---|---|---|
companies | string[] | โ | โ | One per line: LinkedIn slug (stripe), company URL (https://www.linkedin.com/company/stripe), or domain (stripe.com) |
maxEmployees | integer 1โ200 | โ | 50 | Cap per company |
findEmails | boolean | โ | true | Pattern + public-email discovery from the company site |
verifyEmails | boolean | โ | false | SMTP RCPT probe per candidate (slower, +status verified) |
jobTitles | string[] | โ | โ | Filter, e.g. ["CFO", "VP Finance"] |
locations | string[] | โ | โ | Filter, e.g. ["San Francisco", "London"] |
department | string | โ | any | Keyword filter on title/headline |
decisionMakersOnly | boolean | โ | false | Keep only C-Level / Director / Manager |
proxyConfiguration | object | โ | Apify Proxy | RESIDENTIAL recommended โ LinkedIn aggressively blocks datacenter IPs |
Example
๐ค Output โ one row per employee
| Field | Example | Meaning |
|---|---|---|
fullName | Jane Smith | From public profile |
jobTitle | Staff Software Engineer | Headline / jobTitle JSON-LD |
companyName | Stripe | Matched public company |
companyDomain | stripe.com | From company page website field |
linkedinUrl | https://www.linkedin.com/in/... | Source profile |
location | San Francisco Bay Area | Public profile location |
seniority | Senior | Classified from title: C-Level/Director/Manager/Senior/Mid/Other |
email | jane.smith@stripe.com | Best candidate (or listed email) |
email_status | pattern_match | See honesty note above |
email_confidence | 60 | listed_on_profile=99, verified=95, pattern_match=60 |
email_candidates | [...] | Up to 4 generated candidates |
dataSource | public linkedin wayback | How the profile was fetched (direct/proxy/wayback) |
scrapedAt | ISO UTC |
Export as JSON / CSV / Excel from the Output tab, or pull the dataset via API. Failed pages are skipped (not billed, not returned).
๐ Run it
- Console โ open the actor, paste companies, Start, watch the run log, export the dataset.
- API
curl -X POST "https://api.apify.com/v2/acts/sitcod3.lab~linkedin-company-email-scraper/runs?token=$APIFY_TOKEN" \-H "Content-Type: application/json" \-d '{"companies":["stripe"],"maxEmployees":10}'
- Python
from apify_client import ApifyClientclient = ApifyClient("YOUR_TOKEN")run = client.actor("sitcod3.lab/linkedin-company-email-scraper").call(run_input={"companies": ["stripe"], "maxEmployees": 10})items = client.dataset(run["defaultDatasetId"]).list_items().items
โ๏ธ Compliance
This actor reads only public, logged-out-visible pages. You are the data controller for anything you collect. Bulk personal data falls under GDPR/CCPA โ establish a lawful basis and honor opt-outs before outreach. Output may not be resold as a database. The tool is not affiliated with or endorsed by LinkedIn. Respect applicable laws and terms when using the data.
๐ Troubleshooting
| Problem | Fix |
|---|---|
no profiles discovered | Search-engine result blocked this IP โ re-run (proxy group rotates) or check RESIDENTIAL is selected |
| Profile rows missing email | findEmails off, or company domain has no MX โ status tells you which |
pattern_match only, never verified | Target mail servers reject RCPT probes (common, by design) โ set verifyEmails:false to save time |
| Slow runs | verifyEmails costs 5โ15 s/contact; disable unless deliverability matters |
