Lead generation

LinkedIn Profile Scraper with Email: full profiles plus work e-mail

Add LinkedIn profile URLs or usernames and get the full public profile: headline, current company, experience with dates, education, skills and certifications. Optionally find the person's work e-mail with the evidence behind it and a confidence level. No cookies and no login.

★ 5.0 rating · 1 reviews9 users94.1% successful runs (30 days)

What data you get

title / companyCurrent position and employer
experienceWork history with dates
educationSchools and degrees
skillsListed skills
certificationsCertifications
emailWork e-mail when found
emailConfidenceConfidence level and evidence for the e-mail
postsRecent posts (optional)

How it works

  1. Open the scraper on Apify and sign up (free).
  2. Enter routes, dates and options in the form.
  3. Click Start and download results as JSON, CSV or Excel, or call the API.

Pricing

$3.20 per 1,000 rows

Pay per event: a fee per profile, and a profile-with-e-mail event that is charged only when an e-mail is found.

Apify gives $5 free credits every month — enough to test this scraper at no cost.

Example tasks

Ready-made inputs. Copy one into the scraper form or send it through the API.

Scrape LinkedIn profiles with work email

Two profiles with e-mail at medium confidence or higher.

{
  "profileUrls": [
    "https://www.linkedin.com/in/satyanadella",
    "https://www.linkedin.com/in/jeffweiner08"
  ],
  "findEmail": true,
  "minConfidence": "medium"
}
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Scrape LinkedIn profile data without email

Full public profiles only, from URLs or usernames.

{
  "profileUrls": [
    "https://www.linkedin.com/in/satyanadella",
    "justinwelsh"
  ],
  "findEmail": false
}
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Find high-confidence emails for LinkedIn profiles

Only e-mails with high confidence and a valid mail server.

{
  "profileUrls": [
    "https://www.linkedin.com/in/jeffweiner08",
    "justinwelsh"
  ],
  "findEmail": true,
  "minConfidence": "high",
  "checkMx": true
}
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Get a LinkedIn profile with recent posts

One profile plus its latest posts, no e-mail lookup.

{
  "profileUrls": [
    "justinwelsh"
  ],
  "findEmail": false,
  "includePosts": true
}
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Use cases

FAQ

Do I need LinkedIn cookies or an account?

No. The scraper reads public profiles without cookies or login.

How is the e-mail found?

It tests likely work addresses for the person's company and returns the best one with its evidence and a confidence level; you can set the minimum confidence.

Am I charged when no e-mail is found?

No. The e-mail event is charged only when an e-mail is found; otherwise only the profile is billed.

Is it legal to scrape LinkedIn profiles?

The tool collects publicly visible profile data. Profiles and e-mails are personal data, so make sure you have a lawful basis under GDPR or similar laws, respect LinkedIn's terms and use the data only for legitimate purposes.

How do I integrate it?

Use the Apify API, the Python or JavaScript clients, or Make, n8n, Zapier and Google Sheets.

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