LinkedIn scraping tools help businesses extract valuable data from LinkedIn for lead generation, recruitment, and market research. These tools allow users to collect email addresses, company names, job listings, and profile visits, making them essential for sales teams, recruiters, and marketers. With the growing demand for automation tools, businesses are looking for efficient LinkedIn scraper solutions to streamline their outreach campaigns and prospecting efforts.

A good LinkedIn scraper should have advanced features like LinkedIn Sales Navigator support, integrations with CRMs, email verification, and automatic data export in CSV formats. These tools should also comply with LinkedIn’s terms of service while ensuring accurate and structured data collection. Below is a list of the best LinkedIn scraping solutions that offer key features for businesses looking to scale their LinkedIn outreach efficiently.

1. Aluvia

Aluvia provides high-quality mobile proxies for businesses that need secure and reliable LinkedIn data extraction. While not a scraping tool itself, Aluvia enables seamless LinkedIn scraping by offering rotating and sticky IPs, reducing the risk of detection and blocks. It’s an ideal choice for sales teams, recruiters, and marketers who rely on LinkedIn scrapers to automate prospecting, extract company details, and gather lead data without interruptions. With flexible geo-targeting and strong security, Aluvia ensures a smooth scraping experience.

    Key Features

• Secure Proxy Management – Provides undetectable, high-quality mobile proxies for LinkedIn scraping.
• Rotating & Sticky IPs – Helps avoid bans while maintaining stable connections.
• Reliable Connection – Ensures uninterrupted scraping without frequent CAPTCHA challenges.
• Seamless Integration – Works with top LinkedIn scrapers and automation tools.
  

    Aluvia Pricing

• Starts at $3 per GB, making it one of the most affordable options.

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2. Bright Data

Bright Data is a well-known data collection platform offering LinkedIn scraping services through its powerful proxy network. It provides real-time data extraction capabilities, allowing businesses to gather up-to-date LinkedIn profile information. The tool comes with automatic IP rotation, which helps prevent detection while scraping. It is widely used by enterprises that need large-scale data extraction for competitive analysis, lead generation, and research. Bright Data also supports API integration, making it easy to connect with third-party automation tools. Its reliability and scalability make it a preferred choice for businesses requiring consistent LinkedIn data.

    Key Features

• Real-Time Data Extraction – Ensures up-to-date LinkedIn data.
• Automatic IP Rotation – Prevents blocking and detection.
• Customizable Scraping Rules – Adapts to different business needs.
• Google Sheets & CRM Integration – Supports smooth data flow.
• Advanced API for Automation – Allows large-scale scraping projects.

    Bright Data Pricing

• Starts at $8.4 per GB.

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3. Evaboot

Evaboot is a LinkedIn Sales Navigator scraping tool designed to extract highly targeted leads for B2B businesses. It simplifies the process of gathering emails, job titles, and company details from LinkedIn searches. One of its key features is its built-in email verification system, which helps improve outreach success by reducing bounce rates. The tool is easy to use, requiring no technical knowledge, making it suitable for sales teams and recruiters. It also integrates with popular CRMs like HubSpot and Salesforce, streamlining lead management. Evaboot is best suited for users looking for an affordable and simple LinkedIn scraping solution.

    Key Features

• Sales Navigator Scraping – Extracts targeted leads from LinkedIn Sales Navigator searches.
• Email Verification – Reduces bounce rates by ensuring valid email addresses.
• Job Listing Extraction – Helps recruiters track job openings.
• CRM Integration – Connects with HubSpot, Salesforce, and Pipedrive.
• Beginner-Friendly Interface – Easy to use without technical knowledge.

    Evaboot Pricing

• Starts at $9 per month for 100 credits.

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4. Phantombuster

Phantombuster is a cloud-based LinkedIn automation and scraping tool that allows users to extract profile data, send automated connection requests, and gather contact information. It is designed for businesses that need to automate LinkedIn outreach at scale. Users can set up workflows that automatically engage with potential leads, making it a valuable tool for sales teams. It supports integration with third-party tools, enabling smooth data transfer. With cloud-based processing, Phantombuster runs tasks in the background without requiring manual intervention. It is ideal for users who need a mix of scraping and automation for LinkedIn.

    Key Features

• Profile Scraping & Data Export – Collects job titles, company names, and contact details.
• Automated Messaging – Sends personalized connection requests and follow-ups.
• Cloud-Based Automation – Works in the background without manual monitoring.
• LinkedIn Premium & Sales Navigator Support – Extracts detailed lead data.
• CSV & API Integration – Helps export data smoothly to CRMs.

    Phantombuster Pricing

• $69 per month for 5 phantoms.

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5. Wiza

Wiza is a LinkedIn scraping tool that focuses on converting LinkedIn searches into verified email lists. It is a go-to choice for sales and marketing teams looking to build targeted prospect lists. The tool extracts contact details, job positions, and company information while ensuring compliance with LinkedIn’s rules. One of its standout features is its email verification system, which helps reduce bounce rates in outreach campaigns. Wiza is known for its user-friendly interface, making it accessible even for users with no technical background. It is a solid choice for businesses looking to improve LinkedIn-based lead generation.

    Key Features

• LinkedIn Profile Email Extraction – Collects contact details from public profiles.
• GDPR-Compliant Scraping – Ensures data privacy and security.
• Email Verification System – Reduces invalid emails for better outreach.
• CSV Export & API Integration – Supports smooth CRM data transfer.
• User-Friendly Dashboard – Makes scraping simple and efficient.

    Wiza Pricing

• $83 per month.

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6. Skrapp

Skrapp is a LinkedIn scraping tool that specializes in finding and verifying business emails for sales outreach. It helps sales professionals extract contact details directly from LinkedIn profiles while ensuring high data accuracy. The tool integrates with popular CRMs, making it easy to manage and organize leads. With its bulk prospecting feature, users can scrape multiple LinkedIn profiles at once, saving time. Skrapp also offers a Google Chrome extension for easy LinkedIn data extraction. It is a practical solution for users who need a reliable email finder for LinkedIn prospecting.

    Key Features

• Email Finder & Verification – Ensures high-quality lead lists.
• Bulk Prospecting – Scrapes multiple profiles at once.
• CRM Integration – Works with HubSpot, Zoho CRM, and Salesforce.
• Google Chrome Extension – Simplifies LinkedIn data extraction.
• CSV Data Export – Makes lead management easier.

    Skrapp Pricing

• $49 per month for 1,000 emails.

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7. GetProspect

GetProspect is a LinkedIn email finder and scraper that helps sales teams collect verified contact details for lead generation. It allows users to extract job titles, company names, and LinkedIn profile URLs with ease. The tool comes with an automated outreach feature that enables users to send personalized connection requests and follow-ups. GetProspect also supports bulk data extraction, making it suitable for large-scale LinkedIn scraping. It integrates with CRMs like Salesforce and HubSpot for smooth lead management. The platform is best for businesses that need an all-in-one LinkedIn scraping and outreach tool.

    Key Features

• LinkedIn Profile Scraping – Extracts job titles, company names, and email addresses.
• Automated Outreach Campaigns – Helps in sending personalized connection requests.
• Email Verification – Ensures low bounce rates for outreach emails.
• CRM Integration – Works with Salesforce and HubSpot.
• Bulk Data Extraction – Processes multiple LinkedIn profiles at once.

    GetProspect Pricing

• $99 per month.

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8. Captain Data

Captain Data is an enterprise-level LinkedIn scraping platform that offers large-scale data extraction for businesses. It provides structured data collection, allowing users to automate and streamline lead generation processes. The tool supports workflow automation, reducing manual efforts for sales and marketing teams. With its built-in proxy support, users can scrape LinkedIn securely without the risk of detection. Captain Data is highly customizable, making it suitable for businesses with complex data extraction needs. It is best for enterprises that require advanced LinkedIn scraping capabilities.

    Key Features

• Enterprise-Grade LinkedIn Scraping – Extracts structured data for big businesses.
• Workflow Automation – Automates lead generation processes.
• Custom Data Structuring – Organizes extracted data efficiently.
• Proxy Support – Ensures safe LinkedIn scraping.
• Dedicated Customer Support – Helps with complex scraping tasks.

    Captain Data Pricing

• Starts at $399 per month, with an enterprise plan at $2500 per month.

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9. Prospeo

Prospeo is a LinkedIn automation and scraping tool that enables businesses to extract lead data and automate engagement. It is designed for sales teams and recruiters who need to scale their LinkedIn outreach efforts. The tool allows users to collect profile information, send personalized messages, and schedule automated follow-ups. It also offers a built-in email finder to help locate business emails for outreach campaigns. With multi-account support, users can manage multiple LinkedIn profiles from a single dashboard. Prospeo is a great choice for businesses looking to combine LinkedIn scraping with automation.

    Key Features

• LinkedIn Profile Scraping – Extracts contact details and job information.
• Automated Outreach – Sends personalized connection requests and messages.
• Multi-Account Support – Works with multiple LinkedIn profiles.
• Scheduled Scraping – Automates data collection at set intervals.
• Built-in Email Finder – Locates business emails for cold outreach.

    Prospeo Pricing

• $39 per month.

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10. Dux-Soup

Dux-Soup is a LinkedIn automation tool that includes profile scraping and outreach features. It allows users to extract job titles, company details, and contact emails from LinkedIn profiles. The tool also automates profile visits and connection requests, helping users grow their LinkedIn network effortlessly. Dux-Soup integrates with CRMs like HubSpot and Salesforce, making it easy to organize scraped data. Users can personalize their LinkedIn messages to improve engagement rates. It is a well-rounded tool for professionals looking to automate LinkedIn prospecting.

    Key Features

• Profile Data Extraction – Collects job titles, company details, and contact emails.
• Automated Profile Visits – Engages potential leads automatically.
• CRM Integration – Works with HubSpot, Pipedrive, and Salesforce.
• Message Personalization – Sends customized LinkedIn messages.
• Proxy Management – Ensures secure and undetectable scraping.

    Dux-Soup Pricing

• Starts at $14.99 per month.

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Comparison Table

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Best of the Best

1. Aluvia - Best for Overall Performance

Aluvia is a reliable proxy provider for LinkedIn scraping, enabling businesses to extract data without detection. It supports LinkedIn Sales Navigator, ensuring smooth access to profiles for lead generation. With strong proxy management, it helps scrapers maintain compliance while collecting public LinkedIn data. Its stable connections and geo-targeting features make it a great choice for prospecting and market research.

2. Bright Data - Best for Large-Scale Scraping

Bright Data is an excellent choice for enterprises that need a cloud-based data-scraping interface for high-volume extractions. It provides proxy management, automatic IP rotation, and custom scraper templates multiple for gathering structured LinkedIn data.

3. Phantombuster - Best for Automation and Scraping

Phantombuster offers a combination of LinkedIn automation and profile visits tracking for sales teams looking to scale their outreach campaigns. It supports gif personalization, automated messaging, and email lists extraction to enhance engagement strategies.

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Conclusion

LinkedIn scraping tools help businesses collect company names, job descriptions, email addresses, and LinkedIn URLs for outreach campaigns. The best scrapers combine automation tools, professional email extraction, and cold email outreach campaigns with competitive pricing.

Aluvia stands out as a one-stop LinkedIn automation tool with GDPR-compliant unlimited email extraction and a cloud-based data-scraping interface. Whether you're a startup or an enterprise, these LinkedIn scrapers help you save valuable time, automate prospecting efforts, and improve conversion rates.

Looking for the best LinkedIn scraper to scale your business? Try Aluvia today and boost your LinkedIn outreach efforts effortlessly!

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FAQs

1. What is a LinkedIn scraper, and how does it work?

A LinkedIn scraper is a tool designed to extract email addresses, company details, job listings, and profile URLs from LinkedIn. It automates data collection using LinkedIn Sales Navigator or other scraping tools to help businesses find potential leads.

2. Is LinkedIn scraping legal?

LinkedIn scraping operates in a gray area of compliance. While LinkedIn’s terms of service prohibit automated scraping, some cloud-based LinkedIn scraping solutions use proxy management and API-based integrations to remain compliant.

3. What are the key features to look for in a LinkedIn scraper?

The best LinkedIn scrapers offer email finder prospect list extraction, CSV file exports, LinkedIn automation, and scraping features like company profiles extraction and job postings tracking.

4. Can I use LinkedIn scrapers for email marketing campaigns?

Yes, LinkedIn scrapers can extract professional email addresses for cold email software and email discovery campaigns. Tools like Skrapp and GetProspect offer email verification to improve outreach success.

5. What are the benefits of using automation tools for LinkedIn scraping?

Automation tools save valuable time by reducing manual tasks like sending personalized messages, tracking profile visits, and exporting data in CSV formats.

6. What is the difference between a cloud-based and browser-based LinkedIn scraper?

A cloud-based LinkedIn scraping tool runs on external servers, providing better security and scalability. A browser-based LinkedIn scraper works directly from a user’s computer, making it easier to set up but with potential bounce rate risks.

7. How do LinkedIn scrapers help in sales automation?

Sales teams use LinkedIn scrapers for LinkedIn profiles for lead list generation, enabling prospecting efforts with B2B email extraction, email cascade, and management features.

8. What precautions should I take while using LinkedIn scrapers?

Users should use proxy management to avoid detection, limit profile visits tracking, and ensure compliance with LinkedIn’s terms of service to prevent account restrictions.

9. How do LinkedIn scrapers integrate with CRMs?

Many tools, including Aluvia, support integrations with CRMs like HubSpot and Salesforce, enabling businesses to store and manage company data scraping real.

10. Are LinkedIn scrapers suitable for small businesses?

Yes, tools like Dux-Soup and Prospeo offer affordable LinkedIn automation and cold email outreach campaigns to help small businesses generate leads efficiently.