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Extract Emails from LinkedIn

LinkedIn forbids scraping in their Terms of Service. Here are the legitimate ways to get the contacts you need.

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Scraping LinkedIn is explicitly forbidden by their Terms of Service. The hiQ Labs v. LinkedIn case (2022) clarified that scraping publicly available data isn't automatically a crime under US law — but LinkedIn can still ban your account, sue for ToS breach, and you risk GDPR violations in the EU. Don't do it.

What follows are the legitimate methods. They're slower than scraping, but they're safe.

Method 1: Export your 1st-degree connections

LinkedIn lets you download a CSV of everyone you're directly connected to — including email addresses for connections who've made theirs visible.

  1. Go to linkedin.com/mypreferences/d/download-my-data
  2. Select "Connections" (you can also request full archive)
  3. Wait 10 minutes — LinkedIn emails you a ZIP
  4. Open Connections.csv in Excel or run it through our extractor

You'll get: first name, last name, URL, email address (where shared), company, position, and connected-on date. This is legal use of your own data — no ToS violation.

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Method 2: Sales Navigator & Recruiter

LinkedIn's paid tiers (Sales Navigator Core ≈ $100/month, Recruiter Lite ≈ $140/month) provide advanced search and, for connections, email visibility. Third-party tools (e.g. Apollo.io, Hunter, Lusha) integrate with Sales Navigator to enrich profiles with business emails — but these are inference-based and can be inaccurate.

Important: Sales Navigator shows emails only for 1st-degree connections who shared them. Third-party enrichment tools guess emails from first name + last name + company domain using common patterns.

Method 3: Manual copy-paste + our extractor

For small research projects, copying a profile's contact info section (if visible) is fine. Paste everything into our browser-based extractor to pull out any email addresses.

This only works for profiles where the person has publicly shared their email in the About or Contact section. Most haven't.

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Method 4: Find the email yourself

You have a name and a company. Common patterns:

  • firstname.lastname@company.com
  • first_initial + lastname (e.g. jdoe@)
  • firstname@company.com (small companies)
  • firstname.lastname-external@ (contractors)

Test your guesses with email verification tools (e.g., NeverBounce, ZeroBounce) that do SMTP ping without sending. If it passes, you can email — but keep B2B cold-email rules in mind.

Or skip the guesswork: our cold email legal guide explains when you're allowed to send based on legitimate-interest (GDPR Art. 6(1)(f)) without prior consent.

GDPR compliance checklist

Even legitimately obtained business emails are personal data under GDPR. When you store them:

  • Document your legal basis (consent, contract, or legitimate interest — typically the last for B2B)
  • Be able to answer a right to information request: "how did you get my email?"
  • Honor deletion requests within a month
  • Don't store longer than needed
  • List "LinkedIn contacts" as a data source in your privacy policy
DD
About the Author

Daniel Dorfer worked for nearly four years in technical support at GMX, one of Germany’s largest email providers, and for almost two years at united domains, a leading domain hoster and registrar. He is a founding member of the KIBC (KI Business Club). This website was built entirely with the help of Claude Code (Opus 4.6) by Anthropic.

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