LinkedIn Email Scraper

🔍 LinkedIn Email Scraper – Overview

The LinkedIn Email Scraper is an Apify Actor that extracts public email addresses from LinkedIn. Give the LinkedIn Email Scraper some keywords and, if you like, a location, and it returns a tidy dataset of LinkedIn contact data: the email address, the page it came from, a short description and the search that found it. It is built for B2B prospecting and outreach.

LinkedIn is the professional networking site. The LinkedIn Email Scraper is built for anyone who wants to contact recruiters and hiring managers without searching page by page, from B2B prospecting to recruiting. You stay in control with keyword, location, domain and limit settings, and you download the LinkedIn email list in the format you prefer. ✅

✨ LinkedIn Email Scraper at a glance

• Platform: LinkedIn (linkedin.com)
• What you get: public email addresses of recruiters and hiring managers
• How you search: keywords, locations and email domains
• Data: email, page title, description, link and lead details
• Best for: B2B lead generation, prospecting and outreach
• Export: JSON, CSV, Excel or the Apify API

Whether you run the LinkedIn Email Scraper once for a quick list or on a schedule for ongoing LinkedIn lead generation, the settings stay the same, so results from different runs are easy to compare.

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⭐ LinkedIn Email Scraper – Key Features

The LinkedIn Email Scraper is built for fast, repeatable LinkedIn lead generation:

• All-in-one email finder – the LinkedIn Email Scraper locates LinkedIn pages for your keywords and extracts the email addresses shown there, so the LinkedIn Email Scraper is both an email finder and an email extractor for LinkedIn.
• LinkedIn keyword search – run several keywords in one go, such as "Recruiter" and "Hiring Manager", and collect contact data for each.
• Location targeting – narrow results to a country, state or city, or add a list of extra locations that are each searched on their own.
• Email domain control – look for @gmail.com, @yahoo.com, @outlook.com or your own suffixes, accept any address, or keep business emails only.
• Must-include and exclude words – keep only results that mention the words you need and skip snippets with words you do not want.
• Limits that protect your budget – cap the emails per search combination and set one total limit for the whole run.
• Parallel searches – the LinkedIn Email Scraper can run up to 10 LinkedIn searches at the same time to finish long keyword lists sooner.
• Duplicate-free results – an email found by several searches is saved only once, so your email list stays clean.
• Do-not-contact list – keep opted-out addresses and existing contacts out of your dataset.
• Lead history – skip emails you already collected in earlier runs, so you only get new leads.
• Optional extras – add phone numbers shown in the result text and check email domains before saving.
• Resumable runs – an interrupted LinkedIn Email Scraper run continues from its saved progress instead of starting over.
• Only LinkedIn results – results from other websites are dropped, so every row links to a page on LinkedIn.
• Ready for your tools – send leads to a CRM, spreadsheet or automation through Apify integrations and webhooks.

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📊 LinkedIn Email Scraper – What Data You Can Extract

The LinkedIn Email Scraper saves one row of LinkedIn contact data for every unique email address:

Field	What it contains
network	Source label, LinkedIn.com
keyword	The keyword that produced the result
title	Title of the result
description	Result text in which the email appeared
url	Link to the page
email	The email address
location	Location used for the search, or null
emailType	free for webmail providers, business for other domains
username	Handle or first path segment of the LinkedIn link, when it can be read
followersCount	Follower count if the result text shows one, otherwise null
influencerTier	Under 1K, Nano, Micro, Macro or Mega, from the follower count; null if unknown
emailStatus	Only with email verification: valid or unverified
phoneNumbers	Only with phone extraction: numbers found in the result text

💡 Good to know: the LinkedIn Email Scraper reads the public text shown for each LinkedIn result. Only email addresses that are visible there can be found, so results depend on what LinkedIn users publish.

Every row is structured data, so the LinkedIn email list can go straight into a CRM, a spreadsheet or an outreach tool.

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🚀 LinkedIn Email Scraper – How to Use It

Getting your first LinkedIn email list with the LinkedIn Email Scraper takes only a few minutes:

• Step 1 – Open the Actor: open the LinkedIn Email Scraper in Apify Store and click Start.
• Step 2 – Add keywords: enter one or more LinkedIn search terms, for example "Recruiter".
• Step 3 – Set a location (optional): type a country or city such as London, or leave the field empty.
• Step 4 – Choose email types: keep @gmail.com or add other suffixes, or switch the email mode to any address or business emails only.
• Step 5 – Set limits: decide how many emails each combination may collect and, if you like, a total for the run.
• Step 6 – Run and export: start the LinkedIn Email Scraper, follow the dataset as it fills, then download JSON, CSV or Excel.

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🎯 How to Extract LinkedIn Emails by Keyword and Location

Every LinkedIn keyword is combined with every location and every email suffix, and each combination is its own search with its own email target. Two keywords, three locations and two suffixes make 12 searches. With the LinkedIn Email Scraper, use the total limit to keep large LinkedIn runs predictable, and use the extra locations list to cover many cities, for example London, in a single run. A search for "Recruiter" in London is one combination, and "Hiring Manager" in London is another.

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🧭 Can You Filter LinkedIn Email Scraper Results by Email Domain?

Yes. The email mode setting of the LinkedIn Email Scraper has three options:

• Only the domains listed – the default; finds exactly the suffixes you enter, such as @gmail.com.
• Any email address – accepts every address found in LinkedIn result text, whatever the domain.
• Business emails only – accepts any address except free webmail providers like Gmail, Yahoo or Outlook, which suits B2B outreach on LinkedIn.

The two broad modes find addresses a fixed list would miss, but expect fewer results per search and some noise.

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💼 LinkedIn Email Scraper – Use Cases

Teams use the LinkedIn Email Scraper for:

• Recruiting outreach – a ready email list of recruiters and hiring managers that you can contact right away.
• B2B lead generation – search "Recruiter" in London or any other place and compare the LinkedIn results by location.
• Staffing prospecting – export the contact data to your CRM, spreadsheet or B2B outreach tool.
• HR sales lists – schedule the LinkedIn Email Scraper to keep your LinkedIn lead generation running.

Because the LinkedIn Email Scraper returns structured data, it fits manual research as well as automated lead generation and outreach pipelines.

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⚙️ LinkedIn Email Scraper – Input

The LinkedIn Email Scraper accepts the fields below. Only keywords is required; every other field has a default.

Field	Type	Default	What it does
keywords	list	["Recruiter", "Hiring Manager"]	Keywords to look for, one per line. Each keyword runs on its own.
location	text	empty	Optional country, state or city added to every search.
locations	list	[]	Extra places, each searched separately with the same keywords.
emailSearchMode	text	domainList	Which emails to look for: your domain list, any address, or business emails only.
customDomains	list	["@gmail.com"]	Email suffixes to look for, such as @gmail.com or @yahoo.com.
maxEmails	number	5	Emails per search combination (keyword + location + domain). Free accounts: 100 at most.
maxTotalEmails	number	0	Hard stop for the whole run. 0 means no total limit.
maxConcurrentSearches	number	5	How many searches run at the same time (1 to 10).
minFollowers	number	0	Keep only results showing at least this many followers. 0 switches it off.
maxFollowers	number	0	Keep only results showing at most this many followers. 0 switches it off.
profilesOnly	true/false	false	Keep only results whose link looks like a single profile page.
includeWords	list	[]	A result is kept only if it contains at least one of these words.
excludeWords	list	[]	Results containing any of these words are skipped.
extractPhoneNumbers	true/false	false	Also return phone numbers written in the result text.
verifyEmails	true/false	false	Check format, placeholders and mail servers before saving an address.
skipPreviouslyFoundEmails	true/false	false	Skip addresses saved by earlier runs under the same history name.
historyStoreName	text	linkedin-email-history	Name of the saved history (lowercase letters, numbers, hyphens).
excludeEmails	list	[]	Addresses or @domains that must never appear in the results.

🧪 Example input

{
  "keywords": ["Recruiter", "Hiring Manager"],
  "location": "London",
  "emailSearchMode": "domainList",
  "customDomains": ["@gmail.com", "@yahoo.com"],
  "maxEmails": 20,
  "maxTotalEmails": 100,
  "maxConcurrentSearches": 5,
  "excludeWords": ["spam"]
}

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📦 LinkedIn Email Scraper – Output

Results are written to the run's dataset as they are found, so you can watch the list grow. Each item contains the fields described above. A short run summary (unique emails, skipped results by reason, searches finished) is also stored with the run.

🧾 Example output

[
  {
    "network": "LinkedIn.com",
    "keyword": "Recruiter",
    "title": "Recruiter in London | LinkedIn",
    "description": "Example listing for Recruiter in London. Contact: sample.contact@gmail.com",
    "url": "https://linkedin.com/sample_recruiter",
    "email": "sample.contact@gmail.com",
    "location": "London",
    "emailType": "free",
    "username": "sample_recruiter",
    "followersCount": null,
    "influencerTier": null
  },
  {
    "network": "LinkedIn.com",
    "keyword": "Hiring Manager",
    "title": "Second example result | LinkedIn",
    "description": "Another example description with sample.team@yahoo.com in the text.",
    "url": "https://linkedin.com/sample_recruiter_2",
    "email": "sample.team@yahoo.com",
    "location": "London",
    "emailType": "free",
    "username": "sample_recruiter_2",
    "followersCount": null,
    "influencerTier": null
  }
]

The data above is example data that shows the structure of LinkedIn results.

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💰 LinkedIn Email Scraper – Pricing

The LinkedIn Email Scraper uses Apify's pay-per-result model: you pay for the LinkedIn emails that are saved to your dataset. Duplicates, addresses removed by your filters and addresses that fail verification are not saved or charged.

• Keep costs predictable: set maxEmails, maxTotalEmails and the maximum cost of the run.
• Free Apify plans: up to 100 emails per search combination.
• Current rates: see the pricing information on the Actor page.

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✅ LinkedIn Email Scraper – Tips and Best Practices

Get more from the LinkedIn Email Scraper with these habits:

• Use several specific keywords – instead of only one broad term, try close variations such as "Recruiter" and "Hiring Manager".
• Start small – run the LinkedIn Email Scraper with a low maxEmails first, check the results, then scale up.
• Loosen the search if results are sparse – add more email suffixes, more keywords or clear the location.
• Use include and exclude words – they keep the email list relevant and remove noise.
• Raise parallel searches – 5 to 10 searches at once finish long runs sooner.
• Use lead history for repeat runs – switch on skipping of earlier emails so each run returns new leads only and your outreach never repeats.
• Respect privacy rules – use the contact data responsibly and follow the laws and platform terms that apply to your outreach.

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❓ LinkedIn Email Scraper – Frequently Asked Questions

💬 What is the LinkedIn Email Scraper?

It is an Apify Actor and email finder that extracts public email addresses from LinkedIn based on your keywords and saves them as structured data, ready for outreach.

💬 Who is the LinkedIn Email Scraper for?

It is for anyone who needs contact data for recruiters and hiring managers: sales teams, recruiters, agencies and researchers. Typical goals are recruiting outreach and B2B lead generation.

💬 How does the LinkedIn Email Scraper find emails on LinkedIn?

It searches public results for LinkedIn pages with each keyword and reads the email addresses shown in the result title and description. Results from other websites are skipped.

💬 Do I need to log in to LinkedIn to use the LinkedIn Email Scraper?

No. The LinkedIn Email Scraper works without any LinkedIn login or account.

💬 Can I extract LinkedIn emails for a specific city or country?

Yes. Use the location field for one place or the locations list for several, for example London. Each location is searched separately.

💬 What data does the LinkedIn Email Scraper return?

Each row has the email address, the keyword, the page title, description and link, the location, the email type and optional follower, phone and verification fields.

💬 Can the LinkedIn Email Scraper get phone numbers from LinkedIn as well?

Yes, optionally. Switch on phone extraction and the LinkedIn Email Scraper adds the numbers written in the result text to the phoneNumbers field.

💬 Why did my LinkedIn run return fewer emails than expected?

The LinkedIn Email Scraper can only find addresses that are publicly shown for LinkedIn results. Try more keywords, more email suffixes, a broader location or the any-address mode.

💬 How do I export LinkedIn emails to CSV or Excel?

Open the run's dataset and choose CSV, Excel or JSON, or fetch the email list through the Apify API.

💬 Is the LinkedIn Email Scraper an email finder or an email extractor?

Both. The LinkedIn Email Scraper finds LinkedIn pages for your keywords and extracts the email addresses shown there, so it works as an email finder and an email extractor for LinkedIn.

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🤝 Support

Questions, ideas or a custom scraper for LinkedIn? The LinkedIn Email Scraper is actively maintained, so get in touch:

• contact me by email : alphascraper69@gmail.com