Mass Linkedin Email Scraper

🚀 LinkedIn Email Scraper — Fast, Accurate & Affordable

The LinkedIn Email Scraper allows you to extract email addresses and professional information from LinkedIn profiles using specific keywords and location filters. Ideal for recruitment, sales outreach, networking, and research — all at 50% less cost than competing tools.

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🌟 Key Features

Feature	Description
🔍 Keyword-Based Search	Search profiles using one or multiple keywords (e.g., "data analyst", "marketing").
📍 Location Filtering	Narrow down results by geographic location (e.g., "New York", "London").
📧 Domain-Based Email Extraction	Extract emails from specific domains (e.g., @gmail.com, @company.com).
🔗 Direct LinkedIn Links	Get clickable URLs to connect or message professionals directly.
⚡ Fast, Accurate & Affordable	Delivers accurate data at half the cost of competitors.
🔄 Automatic Pagination	Seamlessly navigate multiple search result pages.
🧱 Scalable & Proxy-Ready	Easily scale from small to large jobs using Apify proxy configurations.

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📥 Input Format

Below is the structure of the accepted input.json for this Actor:

{
  "customDomains": [
    "@gmail.com",
    "@yahoo.com"
  ],
  "keywords": [
    "marketing"
  ],
  "location": "new york",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

🔧 Input Parameters

Field	Type	Required	Description
keywords	Array	✅ Yes	List of keywords to search for on LinkedIn.
location	String	❌ No	Filter results by a specific geographic location.
platform	String	❌ No	Defaults to Linkedin to ensure platform-specific searches.
customDomains	Array	❌ No	Specify email domains to filter results (e.g., @gmail.com).
proxyConfiguration	Object	❌ No	Use proxies to prevent rate-limiting during large-scale scraping.

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📤 Output Format

The scraper returns a JSON array with details about each extracted LinkedIn profile:

[
  {
    "keyword": "marketing",
    "title": "Kallie Ankeny - Senior Manager, Marketing and Creative ...",
    "description": "Senior Marketing Manager at The New York Times · kallie.ankeny@gmail.com ...",
    "url": "https://www.linkedin.com/in/kallie-ankeny",
    "email": "kallie.ankeny@gmail.com"
  }
]

🧾 Output Fields

Field	Description
keyword	The keyword used to find this profile.
title	The LinkedIn headline/title of the person.
description	A summary including the name, job title, company, email, and more.
url	Direct link to the LinkedIn profile.
email	Extracted email address from the profile.

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💻 How to Use

1. Input Your Keywords & Filters: Define your target keywords, location, and email domains.
2. Run the Scraper: Start the Actor in Apify or your preferred environment.
3. Optional Proxy Setup: Use Apify proxies (Datacenter, Residential, or Special) for large-scale jobs.
4. Export the Results: Download output in JSON, CSV, or Excel for easy use in CRM or marketing tools.

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🎯 Best Use Cases

• 🧑‍💼 Recruitment – Find qualified candidates and reach them directly via email.
• 💼 Sales & Lead Generation – Target decision-makers in your niche with custom outreach.
• 🧠 Market Research – Analyze professionals in specific industries or regions.
• 🤝 Professional Networking – Discover and connect with like-minded professionals.

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Related Scrapers

Here are some other useful scrapers you might find helpful for extracting emails, phone numbers, and content from popular platforms:

• Linkedin Email Scraper
• Instagram Email Scraper
• Instagram Profile Email Scraper
• Tiktok Email Scraper
• Linkedin Phone Number Scraper
• Instagram Video Downloader
• Telegram Phone Number Scraper
• Instagram Phone Number Scraper
• Tiktok Profile Email Scraper
• Etsy Email Scraper
• Zillow Email Scraper
• Youtube Email Scraper
• Threads Email Scraper
• Twitter Email Scraper

🆘 Support & Feedback

💬 For bugs, issues, or feature requests, please open a ticket in the Issues section of the repository.

📩 Need a custom solution or enterprise features? Reach out to us at scrapermindapi@gmail.com.

Disclaimer

All data collected by these scrapers comes strictly from publicly available sources. No information is ever taken from private accounts or password-protected content. As the end user, you are solely responsible for ensuring compliance with all applicable laws, including spam regulations, privacy policies, and data protection requirements. Please make sure to respect website's terms of service as well as any platform rate limits when using these tools.

If you would like your data removed, you can send a request to scrapermindapi@gmail.com. Always use these scrapers responsibly and ethically, and only for legitimate research or business purposes.