Best LinkedIn Scraper Tools

We tested 9 of the Best LinkedIn Scraper Tools for 2024

Published on: May 6, 2024
Last Updated: May 6, 2024

We tested 9 of the Best LinkedIn Scraper Tools for 2024

Published on: May 6, 2024
Last Updated: May 6, 2024

In a hurry?
The best LinkedIn scraping tool in 2024, as found in our independent testing, is Phantombuster!

Extracting valuable data from LinkedIn can transform how businesses approach lead generation, market research, and recruitment. 

LinkedIn scraping tools are designed to automate the collection and analysis of this data, making the process efficient and scalable. 

Below, we explore the 9 best LinkedIn scraper tools, each offering unique features to streamline your data extraction efforts.

Best LinkedIn Scraping Tools

  1. Phantombuster – 🏆 Winner!
  2. Oxylabs
  3. Bright Data
  4. ScraperAPI
  5. Meet Alfred
  6. Dux Soup
  7. ScrapingBee
  8. ProxyCrawl
  9. FollowingLike

1. Phantombuster


Recommended Guide: Phantombuster Review

Phantombuster provides a robust cloud-based platform that automates data extraction from LinkedIn without requiring extensive coding knowledge. 

👉 Get started FREE

It offers a wide range of automation options that can mimic human behavior, ensuring a high success rate in scraping while adhering to LinkedIn’s usage policies.

Key Features

  • Automated Workflows: Set up sequences that automatically run with scheduling options.
  • Code-Free Setup: Use pre-made scripts to start scraping quickly.
  • Cloud-Based: No need to install software or run scraping tasks directly from the cloud.

2. Oxylabs

Oxylabs Web Scraper API

Recommended Guide: Oxylabs Review

Oxylabs excels in providing high-quality, enterprise-level data scraping solutions, including a dedicated LinkedIn scraper tool. 

👉 Get FREE Account

It ensures reliable data retrieval through its advanced proxy rotation systems and offers extensive customer support.

Key Features

  • Residential Proxies: Access LinkedIn data using genuine residential IPs to reduce the risk of blocking.
  • Large Scale Operations: Designed for handling vast amounts of data extraction with minimal latency.
  • Real-Time Data Extraction: Offers tools that provide real-time data for timely analysis.

3. Bright Data

Bright Data Web Scraper IDE

Recommended Guide: Bright Data Review

Bright Data (formerly known as Luminati) is renowned for its powerful data collection capabilities. 

👉 Get FREE Account

Its LinkedIn scraping tool integrates seamlessly with existing business systems to offer insights and analytics crucial for decision-making.

Key Features

  • Advanced Proxy Management: Automatically manages proxy rotations and sessions.
  • Customizable Scraping: Configure the scraper to collect specific types of data.
  • Detailed Analytics Dashboard: Monitor your scraping activities and analyze data through a user-friendly interface.

4. ScraperAPI


Recommended Guide: ScraperAPI Review

ScraperAPI handles the complexities of web scraping by offering a simple API that can be integrated into any software application. 

It is particularly effective for developers looking to implement custom scraping procedures for LinkedIn.

Key Features

  • API Integration: Easily integrate with existing systems.
  • Automatic Retries: Ensures data is collected even in case of temporary failures.
  • Scalability: Suitable for both small-scale and large-scale scraping needs.

5. Meet Alfred


Meet Alfred is designed to not only scrape LinkedIn data but also automate engagement through messaging and connection requests. 

It is particularly useful for sales and marketing professionals looking to automate their LinkedIn outreach.

Key Features

  • Campaign Management: Automate and track connection requests and messages.
  • Personalization Features: Tailor messages to increase engagement rates.
  • Integration Capabilities: Syncs with CRM systems for a streamlined workflow.

6. Dux Soup

Dux Soup Home

Dux Soup is popular among recruiters and sales teams for its user-friendly interface and effective LinkedIn profile scraping capabilities. 

It simplifies the process of finding, attracting, and engaging with potential candidates or clients.

Key Features

  • Easy to Use: User-friendly tool that integrates directly with LinkedIn via a Chrome extension.
  • Automated Interactions: Sends automated greetings to new connections.
  • Lead Generation: Tracks profile visits and collects data for follow-up.

7. ScrapingBee


ScrapingBee is a powerful web scraping tool that supports LinkedIn scraping by handling headless browsers and managing proxies efficiently. 

It’s a great tool for developers needing reliable data without the hassle of managing the underlying scraping technology.

Key Features

  • JavaScript Rendering: Handles pages that require JavaScript for full content rendering.
  • Proxy Rotation: Manages IP addresses to minimize the risk of being blocked.
  • API Access: Provides a straightforward API for easy integration.

8. ProxyCrawl


ProxyCrawl keeps the scraping process anonymous and efficient, with tools designed to maintain a low profile while scraping LinkedIn. 

Its API simplifies the integration into existing systems, making it ideal for startups and tech companies.

Key Features

  • Anonymity: Keeps your scraping activities undetected with advanced cloaking technologies.
  • Crawling API: Simplifies scraping by providing a straightforward API.
  • Built-in Captcha Solving: Reduces interruptions during scraping sessions.

9. FollowingLike


FollowingLike is a versatile tool that can handle multiple platforms, including LinkedIn. 

It is designed for those who need to automate not just scraping but also their social media interactions across various platforms.

Key Features

  • Multi-Platform Support: Works with LinkedIn, Facebook, Instagram, and more.
  • Automation of Tasks: Schedule posts, send messages, and scrape data in a coordinated manner.
  • User Segmentation: Helps in segmenting and targeting specific user groups based on collected data.

Things to Consider Before Using LinkedIn Scraper Tools

Let’s take a look at some things you need to consider before using LinkedIn scraper tools.

Choosing the Right Tool

Selecting the most suitable LinkedIn scraper tool requires a thorough assessment of your specific business needs and objectives. 

Consider the ease of use of the tool—whether it requires technical expertise or is user-friendly for beginners. 

Also, evaluate the volume of data you plan to process; some tools are better equipped for large-scale scraping operations, while others might handle smaller datasets more efficiently. 

Finally, think about the specific type of data you need. 

Whether it’s basic profile information, detailed company data, or real-time updates, ensure the tool you choose can efficiently extract exactly what you need.

Compliance and Ethics

Utilizing data scraping tools, especially on platforms like LinkedIn, involves critical legal and ethical considerations. 

LinkedIn has strict policies regarding how its data can be accessed and used. 

To avoid any potential legal issues, it is essential that the tools you use not only comply with LinkedIn’s terms of service but also adhere to relevant data privacy laws. 

This includes the General Data Protection Regulation (GDPR) in the European Union or similar regulations in other jurisdictions. 

Always ensure that the data is used ethically, respecting the privacy and rights of the individuals whose data is being scraped.


The financial aspect of choosing a LinkedIn scraper tool is also significant. Evaluate each tool’s cost-effectiveness by comparing its pricing against the features and benefits it offers. 

Some tools might offer advanced functionalities but at a higher price point, while others might be more affordable but with limited capabilities. 

Consider your budget and the return on investment (ROI) that each tool could generate. Look for a tool that provides a good balance between functionality and affordability. 

This balance will ensure that you are not only complying with legal standards but also efficiently managing your resources.

Frequently Asked Questions

What Is the Main Advantage of Using LinkedIn Scraper Tools?

LinkedIn scraper tools automate the extraction of data from LinkedIn, making it faster and more efficient to gather valuable information. 
This data can be used for lead generation, market research, or recruitment, providing a significant advantage in strategic planning and decision-making.

How Can I Ensure that my use of LinkedIn Scraper Tools Is Compliant with Legal Standards?

To ensure compliance, choose scraper tools that adhere to LinkedIn’s terms of service and respect data privacy laws. 
Additionally, it’s advisable to consult with legal experts to understand the implications of using such tools in your specific geographical and operational context.

Can LinkedIn Scraper Tools Be Integrated with Other Software?

Yes, many LinkedIn scraper tools offer API integration, allowing them to be seamlessly connected with other software applications like CRM and marketing automation platforms. 
This integration helps manage data efficiently and utilize it directly for business operations and strategies.


LinkedIn scraper tools have emerged as essential resources for businesses looking to leverage the vast potential of LinkedIn for networking, lead generation, and market analysis. 

These tools save time, reduce manual effort, and enhance the accuracy and relevance of the data collected by automating the data extraction process

The 9 best LinkedIn scraper tools discussed each offer unique features that cater to various needs, from simple, straightforward scraping to advanced, large-scale data operations.

Stay on top of the latest technology trends — delivered directly to your inbox, free!

Subscription Form Posts

Don't worry, we don't spam

Written by Jason Wise

Hello! I’m the editor at EarthWeb, with a particular interest in business and technology topics, including social media, privacy, and cryptocurrency. As an experienced editor and researcher, I have a passion for exploring the latest trends and innovations in these fields and sharing my insights with our readers. I also enjoy testing and reviewing products, and you’ll often find my reviews and recommendations on EarthWeb. With a focus on providing informative and engaging content, I am committed to ensuring that EarthWeb remains a leading source of news and analysis in the tech industry.