16 Best LinkedIn Scraping Tools

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Are you tired of manually scouring LinkedIn profiles for potential candidates or business leads? We understand your struggle! But fear not because the good news is that LinkedIn scrapers are here to save the day! These nifty little tools help you gather and extract valuable data from LinkedIn, making your search for the perfect employee or client a breeze.

But with so many LinkedIn scraping tools out there, how do you know which one to choose? Fret not; we’ve done the research for you and compiled a list of the best LinkedIn scraping tools available. Whether you’re a recruiter, salesperson, or just someone looking to network, these tools will help you get the job done quickly and efficiently. 

So sit back, and let’s dive into the wonderful world of LinkedIn scrapers, starting with the basics!

What Is a LinkedIn Scraper?

A LinkedIn scraper is a software tool that extracts data from LinkedIn profiles and company pages. This data includes information such as name, email address, job title, company name, location, etc. 

A LinkedIn scraper is a useful tool for recruiters, salespeople, and marketers who want to gather data on potential clients or employees. It helps you save time and effort by automating the data extraction process.

Read also: Why you need Dripify for sales teams, recruiters, business owners and marketing agencies.

Now, you may wonder, “What is the best LinkedIn scraper out there?” 

Well, that depends on your needs and preferences. Several LinkedIn scraping tools are available, each with its own features and benefits. 

Some of the best LinkedIn tools for scraping LinkedIn include Dripify, Octopus CRM, Dux-Soup and PhantomBuster. These tools offer advanced search filters to extract precisely what you want. Plus, many offer other exciting features like automation to help you find and connect with the right people on LinkedIn in autopilot mode.

But how does a LinkedIn scraping tool work? Let’s take a look!

How LinkedIn Scraper Works

A LinkedIn scraper uses algorithms to crawl through the LinkedIn website and extract data from various profiles and pages. Once the data is extracted, it is usually stored in a database or spreadsheet format, making it easy for users to sort and analyze the information.

The process of scraping LinkedIn involves setting up search filters based on certain criteria, such as job title, location, company name, and industry. The scraper then searches through thousands of LinkedIn profiles based on these criteria and extracts the desired data from each profile or page. This can be a time-consuming process if done manually, but with the help of a LinkedIn scraper, you can accomplish it in a matter of minutes.

One thing to remember is that LinkedIn scraping is against LinkedIn’s terms of service. This means that if you use a scraper to extract data, you risk having your LinkedIn account banned or suspended. 

To avoid risking your account’s safety, using a reputable and reliable LinkedIn scraper that complies with LinkedIn’s terms of service is important. Also, you should be scraping LinkedIn for legitimate purposes only, such as recruitment, lead generation, or marketing.

Related article: How to Use LinkedIn Automation Safely?

The Benefits of Using a LinkedIn Scraper

It’s no secret that LinkedIn is a powerful networking platform that can help you find job opportunities or leads for your business. But, manually extracting data from LinkedIn can be time-consuming and tedious. This is where a LinkedIn scraper comes in handy. 

Automate LinkedIn Data Extraction

As mentioned above, a LinkedIn scraper automates the process of extracting data from LinkedIn profiles. This means you no longer have to spend hours manually copying and pasting data from the social networking platform. 

Using the top LinkedIn scraping tool, you can extract data from multiple profiles simultaneously and save it in a structured format or export it in multiple formats. This will save you time, allowing you to focus on other important tasks.

Related article: How to Export LinkedIn Contacts With Emails

Perform Targeted Searches

LinkedIn scrapers allow you to perform targeted searches based on specific criteria. 

For example, you can search for professionals in a specific industry, location, or job function. This helps you find the right people to connect with on LinkedIn and grow your network.

LinkedIn Data Analysis

The top LinkedIn scraping tools will extract a wealth of data from LinkedIn profiles, such as job titles, company names, and education. You can then analyze this data to gain insights into your target audience on LinkedIn. 

For example, you can analyze the data to determine which industries your target audience works in, their job titles, and which companies they work for. This information can help you tailor your marketing messages and outreach efforts.

Build a Solid Database

You can use the data collected with the help of a LinkedIn scraper to build a comprehensive database of leads that you can use for targeted email and or Linkedin outreach campaigns.

With the right data scraping tools, you can gather large amounts of data quickly and efficiently. This means you can build a database of leads in a fraction of the time it would take to collect the data manually.

Boost Lead Generation

LinkedIn scrapers can help boost lead generation for your business. By extracting data from LinkedIn profiles, you can identify potential customers and reach out to them with targeted marketing messages. This can help you generate more leads on LinkedIn and grow your business.

Create an Automated Outreach Process

LinkedIn scrapers can be integrated with other tools to create an automated outreach process. 

For example, you can use a scraper to extract data from LinkedIn profiles and then import that data into an email marketing or CRM tool. This allows you to send targeted email campaigns to your LinkedIn connections automatically. Doing so will save you time and help you stay in touch with your network.

Improve Email Marketing

A LinkedIn data scraping tool can be valuable for businesses looking to improve their email marketing efforts. By scraping data from LinkedIn profiles and Sales Navigator, you can gather information that you can use to segment your email lists and create targeted campaigns.

This scrapped data can help you send personalized and relevant emails to your subscribers, leading to increased open and click-through rates. Moreover, LinkedIn data scraping helps you expand your email lists with up-to-date, relevant, and high-quality leads. 

Related article: Best LinkedIn Email Extractor Tools

Research Your Competition

LinkedIn data scraping can be a powerful tool for monitoring your competitors. When you scrape data from competitor profiles or pages on LinkedIn, you gain insights into their target audience and the types of content that engage them. Plus, you’ll identify the people working at your competitor companies.

You can then use the collected information to inform your LinkedIn marketing strategies and stay ahead of the competition. What’s more, you can use a LinkedIn post scraper to analyze the types of content your competitors are sharing and the engagement levels they are receiving. Using this information, you can improve the quality and relevance of your own content.

Top 16 LinkedIn Scraping Tools

Now let’s have a look at the top LinkedIn scraping tools available in the market, their features, and how they can benefit professionals and businesses:

1. Dripify

Dripify is a powerful LinkedIn scraper that helps users extract data and insights from the world’s largest professional networking platform. With Dripify, you can easily automate data extraction from LinkedIn and save time while obtaining the valuable data you need. 

This LinkedIn email scraper is user-friendly, making it easy for users to set up scraping tasks. You can use it to quickly scrape LinkedIn search results and get the output in a CSV format.

One of the key advantages of using Dripify as a LinkedIn scraper is its ability to extract information from LinkedIn profiles at scale. This means you can extract data from a large number of LinkedIn profiles simultaneously, and quickly obtain important information, including the following:

• Full name
• Email address
• Industry
• Company name
• Company location
• Headcount
• Position held

What’s more, Dripify lets you extract other important data such as the top skills, college or university names, mutual groups, and profile type of your target audiences. Plus, the tool lets you filter and sort the extracted data, making it easy to analyze and use in various applications.

In addition to its powerful data extraction capabilities, Dripify offers advanced LinkedIn automation features, such as automated connection requests and messaging, besides letting you create drip campaigns. These features allow you to expand your network and reach out to potential clients, partners, or candidates more efficiently. 

2. Octopus CRM

Octopus CRM is also a powerful LinkedIn scraping tool that allows you to extract data from LinkedIn profiles and automate various tasks related to lead generation, sales outreach, and marketing campaigns. 

With Octopus CRM, you can easily extract important information, including email address, name, job title, company name, and much more, from LinkedIn profiles and company pages at scale. It is a user-friendly tool that allows you to automate your LinkedIn outreach efforts and manage your lead generation and sales pipeline on LinkedIn more efficiently.

Octopus CRM Linkedin profile scraper helps you quickly obtain the latest information about your prospects, making it easier to engage with them and convert them into customers. On top of that, it lets you filter and sort the extracted data, making it easy to segment your target audience based on various criteria, such as job title, industry, location, and more.

In addition to LinkedIn data scraping, Octopus CRM is powered with advanced functionalities, such as automated LinkedIn messaging and connection requests. This means you can use this tool to connect with new prospects, send personalized messages, and manage your LinkedIn outreach campaigns more efficiently. 

Octopus CRM also offers analytics and reporting tools, allowing you to track the performance of your campaigns and optimize your outreach efforts over time. 

So, in a nutshell, we must say that Octopus CRM is an excellent tool for businesses, sales teams, and marketers looking for reliable data extraction software that also comes with LinkedIn automation features. 

3. LinkedIn Helper 2

Linked Helper 2 is a LinkedIn automation tool with a powerful data-scraping feature. It is designed to help individuals and businesses automate their LinkedIn outreach and lead-generation efforts. 

Using this tool, you can extract data like email addresses and names from LinkedIn profiles and send the extracted data straight to Zapier or even your CRM to nurture and enrich them.  You can use the extracted data to create targeted lists of prospects for outreach and lead-generation campaigns.

The software is easy to use, and it comes with a wide range of other features that make it an ideal tool as a LinkedIn scraper. It helps you save time and boost your LinkedIn outreach campaign’s efficiency. 

4. Phantombuster

Phantombuster is an excellent tool for scraping data from LinkedIn profiles and even LinkedIn Sales Navigator. It is a versatile automation tool that extracts diverse information, such as names, job titles, company names, and email addresses, from the LinkedIn network.

This LinkedIn automation platform is very efficient at collecting data; it can quickly scrape thousands of LinkedIn profiles in just a few minutes. This is particularly useful for recruiters and sales professionals who need to generate leads from LinkedIn quickly. 

In addition to scraping data from LinkedIn profiles, Phantombuster offers several other features that make it a powerful tool for LinkedIn automation. 

For example, it lets you set up automated LinkedIn messages and follow-up sequences. This allows you to reach your potential leads automatically and generate more sales. 

Similarly, recruiters can use PhantomBuster to automate their outreach and make their recruitment process more efficient. 

5.  Dux-Soup

Dux-Soup is a powerful LinkedIn automation tool available as a Chrome extension. One of its primary features is its data scraping capabilities, which enable you to extract and export valuable information from LinkedIn profiles and pages. This makes it an invaluable tool for sales professionals, recruiters, and marketers looking to generate leads and grow their businesses.

One of the unique features of Dux-Soup is its ability to visit and engage with LinkedIn profiles automatically. This feature is called the “Auto-Visit” feature, allowing users to visit many LinkedIn profiles in auto-pilot mode. These features make it a useful tool for generating leads, allowing you to view potential leads’ profiles and determine if they are a good fit for your business. 

6. ProspectIn

ProspectIn allows you to automate many of your LinkedIn outreach activities, including messaging, profile visits, follow-ups, skill endorsements, and much more. One of its primary features is its LinkedIn scraping capabilities, which allow you to extract data from LinkedIn profiles and pages. 

You can then use the scraped data to create targeted outreach campaigns and generate more leads for your business. Additionally, ProspectIn allows you to target specific LinkedIn profiles based on criteria such as job title, location, and industry. This makes it easy to find and engage with potential leads.

LinkedIn has strict rules about the number of connections, messages, and profile visits users can make daily. If these limits are exceeded, LinkedIn can suspend or even terminate your account. With ProspectIn’s “Safe mode” feature, you can set daily activity limits to ensure you do not exceed LinkedIn’s limits. 

This allows users to safely and effectively automate their LinkedIn lead generation and outreach efforts without risking their LinkedIn account suspension or termination.

7. Meet Alfred

Meet Alfred allows you to scrape data from LinkedIn profiles. This data can include names, email addresses, job titles, etc. You can export the scraped data and even load it into your marketing software to create targeted outreach campaigns and generate more leads for your business.

Another useful feature of Meet Alfred is its ability to automatically send connection requests, messages, and follow-up messages to potential leads. This allows you to automate your LinkedIn outreach efforts and generate more leads with less effort. 

What’s more, Meet Alfred’s campaign sequences feature lets you create personalized messaging sequences that can be sent automatically to potential leads. This can help you build stronger connections and improve response rates. 

In short, Meet Alfred is a valuable tool for anyone looking to automate their LinkedIn lead generation and outreach efforts while saving time and effort. Its data scraping capabilities, combined with its outreach automation features, make it a powerful tool for B2B sales professionals, recruiters, and marketers.

8.  Oxylabs

Oxylabs is a leading proxy service provider that offers advanced web scraping solutions for businesses. Its proxy servers are designed to enable businesses to scrape LinkedIn data and other website data with ease. 

This intelligent tool offers various LinkedIn scraping features, supercharging lead generation, marketing, and sales campaigns. It is built on an auto data point identification model that makes data detecting and scrapping a breeze.

The best part? Oxylabs allows you to export scraped data in multiple formats, including Excel, Google Sheets, CSV, MySQL, TEXT, and JSON.

One of the key advantages of using Oxylabs is its ability to bypass LinkedIn’s anti-scraping measures. LinkedIn has strict rules about scraping data from its website, and it employs several measures to prevent web scraping. Oxylabs’ advanced proxy servers allow users to bypass these measures and scrape data from profiles and pages on LinkedIn  with ease. 

9.  Lemlist

Lemlist is a cold email software designed to improve reply rates and simplify sales engagement and outreach automation. It is powered by the capability to extract data from LinkedIn profiles based on various filters, including keywords, location, industry, and more. This makes it an incredibly useful tool for businesses looking to generate leads, build targeted email lists, or conduct market research.

One of the key advantages of using Lemlist as a LinkedIn scraping tool is its user-friendly interface. The tool is incredibly easy to use, even for users who have no experience with web scraping or data extraction. Plus, Lemlist is highly customizable, allowing you to tailor your scraping parameters to meet your specific needs. 

10. LeadCrush

LeadCrush lets you quickly export leads and their email addresses from LinkedIn profiles and LinkedIn Sales Navigator to Google Sheets. And just like Lemlist, this tool is highly customizable, allowing you to specify your search criteria on a variety of parameters, such as location, industry, and more. This makes it an excellent tool for businesses looking to generate leads, build targeted email lists, or conduct market research.

The best thing about LeadCrush is its ability to scrape large volumes of data quickly and accurately. The tool uses advanced algorithms and machine learning techniques to extract data from LinkedIn, ensuring that the data obtained is accurate and up-to-date. 

LeadCrush is designed to be user-friendly and intuitive. This means you can extract data with ease, even if you have no experience with web scraping or data extraction. 

11. Helium Scraper

Helium Scraper is a versatile and powerful tool to extract data from any website, including LinkedIn. It allows you to scrape LinkedIn profiles based on many filters, such as keywords, location, industry, and more. You can then export the scraped data to your database or as a spreadsheet document, such as CSV or Excel. 

This LinkedIn data extractor is highly customizable, allowing users to specify their scraping parameters to meet their specific needs. Plus, it has a clean and user-friendly interface; simply choose and add actions from a set list, and you’re good to go!

In addition, the tool has advanced features, such as automatic delegation of scrapping tasks, custom sorts and filters, and data transformation capabilities, making it an incredibly versatile tool for data extraction and analysis. 

To cut it short, we must say Helium Scraper is an excellent choice for anyone looking to extract valuable data and insights from LinkedIn profiles. It will be a valuable asset for any business seeking a competitive edge in its industry.

12. CoreSignal

CoreSignal claims to be a powerful alternative data-scraping tool, making recent data available to any company or individual. It allows you to find and scrape data from firmographics and publicly available professional profiles, including LinkedIn profiles. 

With CoreSignal, you can scrape LinkedIn profiles based on multiple filters, such as job titles, company names, and industries. Once extracted, you can send the data directly to your preferred storage or export it in CSV or JSON formats. 

The tool employs advanced web scraping techniques to extract data from LinkedIn profiles quickly and efficiently. In addition, it offers a range of features, including viewing and downloading data samples, browning full data dictionaries, and calculating custom data prices.

CoreSignal is an incredibly versatile tool for data extraction and analysis. It is best for anyone looking to quickly extract valuable data and insights from LinkedIn profiles and other websites.

13. PeopleDataLabs

PeopleDataLabs is a LinkedIn scraper API that helps HR, marketing, and sales teams to make data-driven, informed decisions. This scraping tool lets you gather data on potential leads and prospects from the LinkedIn platform. 

The suites of APIs and bulk delivery use advanced algorithms to extract valuable data from around the web, including LinkedIn. With valuable data at your fingertips, you can easily create targeted marketing campaigns and connect with potential customers.

The key advantage of using PeopleDataLabs as a LinkedIn scraping tool is the accuracy of the data it provides. The tool has been designed to extract data from LinkedIn profiles with high precision, ensuring that the data you collect is accurate and up-to-date. This is essential for businesses that rely on accurate data to make informed decisions about their marketing strategies. 

You can rest assured and be confident that the data collected with the help of PeopleDataLabs is reliable and can be used to drive your marketing efforts forward. Additionally, the tool allows for easy data export to other platforms, such as CRM systems, making it even more convenient to use.

14. Lyne.ai

Lyne.ai is an AI-based tool developed primarily as a personalized introduction line writer for cold emails. But it has recently gained popularity for its powerful data-scraping functionality that allows you to extract valuable information from LinkedIn profiles. 

You can use Lyne.ai to find the right leads to target with precision. And as a LinkedIn job scraper, you can use it to research potential candidates you may approach with job opportunities.

This tool uses advanced algorithms to extract data from LinkedIn Sales Navigator, including work information and email addresses. With this data, you can easily create targeted marketing campaigns and connect with potential customers on LinkedIn.

15. La Growth Machine

La Growth Machine is a multi-channel sales automation platform that also allows you to automatically collect data on potential leads and prospects from LinkedIn, Twitter, and other platforms. You can use it to extract LinkedIn profile information, including names, positions, and workplaces.

Using La Growth Machine as a LinkedIn URL scraper also means you’ll get actionable insights and reach your leads at the right time and place. That’s because the tool extracts data from LinkedIn profiles and provides analysis and insights into the collected data. This means you can better understand your target audience, such as their interests and needs. 

With such rich information in hand, you can create more personalized and effective marketing campaigns that resonate with your audience. Additionally, the tool allows for easy data export to other platforms, such as CRM systems, making it even more convenient to use. 

16. Derrick

Derrick provides you access to powerful data scraping features, including LinkedIn data scraping. Besides having data enrichment and processing features, it easily integrates with Google Sheets.

The team behind this tool has designed it to help businesses and organizations build lead lists in seconds without much technical know-how. Derrick allows you to use an existing database or extract data from LinkedIn Sales Navigator to build a more recent and targeted database. 

This innovative software uses advanced algorithms to extract valuable data from LinkedIn and then export the data to your internal tools like Zapier or HubSpot. The tool has a simple and user-friendly interface that lets you quickly and easily extract data from LinkedIn profiles. 

In addition, this LinkedIn company scraper offers a range of customization options to refine your searches and target specific audiences. With Derrick, you can rest assured you are collecting the right data to make informed decisions and drive your business forward.

Conclusion

LinkedIn scraping tools are essential for businesses and organizations that want to extract valuable data from LinkedIn profiles, company pages, and Sales Navigator to create effective outreach campaigns. 

The best LinkedIn scraping tools discussed in this article offer unique features and advantages catering to different business needs. With the right LinkedIn scraping tool on your side, you can create targeted marketing campaigns that resonate with your audience, grow your brand presence, and drive sales.

While all of these data scrapers are reliable and safe, they have different pricing models. As such, you should make sure to research multiple tools, compare their pros and cons, and consider their prices to find the best LinkedIn scraping tool for your business. 

Dripify is not inexpensive, but it comes with rich features not only for scraping data from LinkedIn but also for LinkedIn and email automation. The best part? This sales automation platform is relatively safer since it is cloud-based and has extra-safe algorithms. With these tools, you can rest assured your LinkedIn account is safe.