You’ve come to the right place! With so many options out there, choosing the right LinkedIn scraper can be overwhelming. That’s why we’ve done the heavy lifting for you, researching and testing the top tools that help you gather data quickly, efficiently, and accurately.
Whether you’re a marketer seeking leads, a recruiter finding the right candidates, or a researcher gathering insights, these tools offer powerful features like easy customization, quick data extraction, and intuitive dashboards that save you hours of manual work.
Did you know that LinkedIn is home to over 900 million users, making it a goldmine for professionals across various industries? These scraper tools allow you to tap into this vast pool of data, helping you automate tedious tasks like profile visits, connection requests, and lead generation—all with just a few clicks.
Ready to discover the top LinkedIn scraper tools? Keep reading to find the perfect tool that fits your needs and supercharges your productivity.
Why should you crawl LinkedIn?
LinkedIn scraping is a growth technique that involves automatically collecting data from LinkedIn profiles. It helps businesses quickly build lists of potential leads, contacts, or business opportunities. By using specialized scraping tools, you can gather large amounts of useful data directly from LinkedIn without having to visit each profile manually.
These tools make it easier to manage prospect information, create contact lists, build databases, and search for potential partners or clients. People commonly use LinkedIn scraping for business research, lead generation, and talent sourcing. For instance, if you’re a recruiter or a business executive looking to connect with professionals in your industry, scraping tools can save time by collecting profile details in bulk.
However, since scraping involves using automated bots to gather information, platforms like LinkedIn have strict policies against it. It’s important to be aware of these guidelines and use such tools responsibly to avoid account restrictions or penalties.
What exactly does a scraper do?
A web scraper is a tool that automatically collects organized data from websites by using bots to extract information from the site’s HTML and databases. The process involves a few steps, like avoiding getting your IP blocked, reading the website’s source code properly, cleaning up the data, and saving it in a usable format. Thankfully, modern web scraping tools make this whole job much easier, faster, and reliable.
In many cases, the amount of information available online is just too big to gather by hand. That’s where web scrapers come in handy. They help businesses collect more data in less time and often at a lower cost. Over time, companies that use data scraping gain valuable insights and a competitive edge.
In this post, we’ll take a look at the 12 best web scraping tools, comparing their features, pricing, and ease of use, so you can find the right one for your needs.
List of Best LinkedIn Scraper Tools in 2025
These days, there are tons of tools out there that can help you scrape LinkedIn data without breaking a sweat. Each one comes with its own quirks, cool features, and a few trade-offs. But don’t worry — we’ve done the digging for you!
Phantombuster
Phantombuster is one of the top tools for LinkedIn scraping, building workflows, and automating B2B prospecting. It helps you scrape profiles, send personalized messages, and send connection requests — all with ready-made workflows so you can focus on writing great content.
The team at Phantombuster knows how important LinkedIn data is for growing your business and brand. That’s why their tools are designed to keep your scraping safe, anonymous, and hassle-free. They aim to help you gather everything you need — from profiles to email addresses — without the usual headaches.
La Growth Machine
La Growth Machine is a prospecting automation tool that works across LinkedIn, email, and Twitter. It makes it easy to manage your outreach campaigns and set up your prospecting sequences just the way you want.
With it, you can scrape LinkedIn profiles, grab your prospects’ info, and fully customize how you reach out — from emails and LinkedIn messages to Twitter DMs, timing, and conditions. It’s built to help you connect with the right people at the right time, with messages that feel personal and well-timed.
You can either start from scratch or tweak one of their ready-made templates. Plus, here’s a cool perk — La Growth Machine can help you get around LinkedIn’s weekly 100 invitation limit by sending connection requests without notes. Pretty handy, right?
Captain Data
Captain Data is a handy tool that lets you scrape LinkedIn and tons of other websites, including LinkedIn Sales Navigator. It comes with ready-made workflows designed for sales and marketing teams to automate prospecting, find leads, and reach out with personalized messages.
It’s super easy to connect with different tools like LinkedIn, Google Drive, and lemlist, and you can even share your accounts with your whole team. If you’re new to sales automation, no worries — Captain Data makes it simple to build multi-channel prospecting campaigns in just a few clicks.
Plus, with an API key, you can boost your contact list by adding verified emails, job titles, proper names, and company info, all automatically. It’s a total game-changer for prospecting made easy.
Bright Data
Bright Data is a popular choice for LinkedIn scraping and web data collection. It’s a well-known platform that offers both ready-made LinkedIn datasets and the option to create custom ones just for you.
They make it super simple to gather the public data you need from the web. You can request a demo or jump right in with their free trial. Their LinkedIn scraper helps you quickly collect large amounts of data, making it easier to run targeted marketing campaigns and grow your business.
Waalaxy – Prospectin
Waalaxy (formerly known as ProspectIn) is a multi-channel prospecting tool you can use right from a Chrome extension. It lets you scrape LinkedIn, automate profile visits, send messages, and send connection requests — and it’s one of the few tools that can help bypass LinkedIn’s weekly 100 invite limit.
While mass messaging isn’t the best idea, having more freedom with your LinkedIn actions is always a win. Waalaxy also makes it easy to create prospecting sequences using LinkedIn, email, or Twitter to stay in touch with your leads.
And if you need email addresses, Waalaxy can find and add them for you too — this feature comes with their Business plan.
Evaboot
Evaboot is a LinkedIn scraping tool that grabs data straight from profiles, both personal and company pages. It’s a browser extension that adds an “Export with Evaboot” button right inside LinkedIn Sales Navigator. With one click, you can download all your filtered contact info.
It’s super easy to use. Just run a search in Sales Navigator, hit the Evaboot button, and it’ll scrape the data for you. You’ll get a clean, ready-to-use CSV file you can quickly upload into your sales tools or automation system. Simple, fast, and hassle-free!
TexAu
TexAu is a tool developed in India that lets you create your own custom prospecting workflows. It offers modules for LinkedIn scraping, data enrichment, and message sending, which you can mix and match based on your needs.
TexAu comes with pre-made templates for common scenarios, but you can also create your own. One of the best parts? You can fully customize your prospecting process by adding timing and specific criteria. Plus, TexAu helps you enhance your contacts with verified personal email addresses, making it easier to send personalized emails and messages.
Coolsales
Coolsales helps you find the best companies to target by crawling job boards and matching them to your company’s needs and ideal customer profile (ICP). It enhances these results with contact details, so you can send personalized emails or LinkedIn messages.
The tool connects with platforms like Lemlist, Datananas, La Growth Machine, and Emelia, letting you start outreach sequences right away when a company fits your criteria. Coolsales helps you target leads at the perfect time, focusing on quality over quantity for better conversion rates. Once set up, it finds fresh leads for you daily, and when integrated with tools like Lemlist, it automates the whole lead generation process.
Surfe (ex-Leadjet)
Surfe (formerly Leadjet) is a LinkedIn scraper that works as a browser extension. It automatically adds every profile you visit to your CRM. It integrates with popular CRMs like Hubspot, Pipedrive, Salesforce, and Copper.
With just one click, Surfe creates a new contact record in your CRM for the profile you’re viewing. It provides details like the person’s name, job title, company, and website. When connected to your CRM, Surfe enriches the contact with extra information like a verified email, business phone number, job titles, and company details. If you’re not yet connected to a CRM, Surfe still enriches the data instantly. Just add your API key in the settings, and you’ll get all the info you need to build your automated lead system.
FAQs
What are LinkedIn scraper tools?
LinkedIn scraper tools automate the process of extracting data from LinkedIn profiles, such as contact details, job titles, and company information, streamlining lead generation and outreach efforts.
Are LinkedIn scraper tools legal to use?
LinkedIn scraper tools violate LinkedIn’s terms of service, which prohibit automated data extraction. It’s important to use these tools cautiously to avoid violating platform rules and risking account suspension.
What are the key features to look for in a LinkedIn scraper tool?
Look for tools with accurate data extraction, filtering options, CRM integrations, data enrichment, and the ability to export data in useful formats like CSV or Excel for easier use.
Can LinkedIn scraper tools automate outreach?
Yes, many LinkedIn scraper tools offer automation features like sending connection requests, follow-up messages, and personalized emails, helping businesses engage with leads without manual intervention.
Are there free LinkedIn scraper tools available?
Yes, there are free LinkedIn scraper tools, though they have limited functionality. Paid tools usually provide more features, such as advanced filtering, higher data extraction limits, and integration with other platforms.
Can I scrape LinkedIn data without a LinkedIn Premium account?
Yes, you can scrape LinkedIn data with a free account, but a Premium account offers enhanced features and greater access to profiles, allowing more comprehensive data collection.
How accurate is the data from LinkedIn scraper tools?
Data accuracy largely depends on the tool’s quality and the public information on LinkedIn profiles. Always verify extracted data before using it for outreach or marketing campaigns to ensure reliability.
What types of data can LinkedIn scraper tools extract?
LinkedIn scraper tools can extract names, job titles, companies, email addresses, phone numbers, LinkedIn URLs, and other professional details depending on the tool’s capabilities and profile privacy settings.
How do LinkedIn scraper tools work?
LinkedIn scraper tools use bots or scripts to crawl LinkedIn profiles, retrieving structured data from the page’s HTML code. They can filter results based on criteria like location or industry.
Conclusion
After checking out the best LinkedIn scraper tools, it’s clear that there’s no one-size-fits-all. Each tool has its own pros and cons, making it better for certain tasks than others. Depending on what kind of data you need, one of these tools might be just what you’re looking for.
As we wrap up this review, remember that each tool offers different features. Some are great for quickly gathering contact info, while others have more advanced features like search options. No matter what you need, there’s probably a LinkedIn scraper tool that’s perfect for you.
We hope this guide helps you choose the right tool for your scraping needs!
