Export Leads From Sales Navigator
Create a clean B2B email list from LinkedIn Sales Navigator in just one click with the Evaboot Chrome Extension.
Create a clean B2B email list from LinkedIn Sales Navigator in just one click with the Evaboot Chrome Extension.
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LinkedIn has over 1 billion users, making it a goldmine for professionals and businesses looking to generate leads and gather valuable data.
Manually collecting that data can be time-consuming.
So, it’s easier to use LinkedIn scraping tools, which provide a significant advantage by automating data collection and streamlining your marketing efforts.
There are plenty of free and paid options, whether on a budget or willing to invest.
Here are the 26 best LinkedIn scrapers and automation tools to help you streamline your lead generation efforts and export your lead lists more easily.
Today, we’ll look at:
Let’s dive in.
Here, I’ve collected the 26 best LinkedIn scraping tools and automation
Evaboot is a LinkedIn Sales Navigator scraping tool that allows you to export leads and get emails from Sales Navigator.
That way, you get a ready-for-outreach Excel file in just one click.
Type | Cloud-Based |
Works on | LinkedIn Sales Navigator |
Pros | Cons |
---|---|
Easy to use | You need a Sales Navigator account |
Export 2500 leads per day | No API yet |
Built-in email finder and verifier | |
Identify Open Profiles |
“Evaboot has been a gamechanger for us”
Evaboot has been one of those tools we could not imagine not having now. Being able to quickly and easily extract lists of not only profile url but also associated metadata is vital for our outreach campaign message generation. As long as they keep the pricing fair we will continue to use it.
Phantombuster is a generalist scraping platform covering many LinkedIn use cases.
They also extract data from social media like Instagram, Facebook, or TikTok.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator, Recruiter |
Pros | Cons |
---|---|
A lot of automation available | Hard to use |
Connect to other platforms | Risk of getting flagged by LinkedIn |
Integrated email finder | Pricing is a bit unclear |
“Great data scraping tool”
Pros: Phantombuster has become one of my primary data extortion tools. Buying contact lists is an expensive and uncertain route to go. Building your own is more time consuming but you know who is ending up on your list. Once I started using it I also found value in social media scraping and even yellow pages look-ups. Cons: No real cons except that you do need to be particularly careful when extracting data from LinkedIn. Take their warnings and limits seriously. You can push the limits if you wish but I recommend playing within the lines.
Wiza allows you to export leads from Sales Navigator, LinkedIn, and Recruiter.
You can also get emails from Sales Navigator and Recruiter using this tool.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator, Recruiter |
“Accurate data for the win”
Wiza has been a game changer for me/my team. The accuracy of contact info saves so much time & so many headaches. Have used plenty prospecting tools that have led me to bounced emails & wrong numbers. You can trust Wiza won’t just take a guess at a contact’s info. Super happy with their data. Credits don’t roll over if you pause/stop your license. So you either use it or lose it in a month.
Skrapp is a scraper, B2B email finder, and outreach tool designed to help professionals with email marketing and outreach campaigns.
It uses public data to find verified professional email addresses, reducing the time spent on email research
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
“One of the best email finder”
Skrapp.io is a powerful email scraper. It finds emails really quick with accurate results. The UI is simple and easy to use. Not only email, it also has the feature to find company details of a prospect. It also provides REST APIs which helps us to integrate it with applications very easily.
“A tool with bang for your buck”
Pros: Skrapp is very easy to use thanks to the user interface, it is fast, and it delivers good data for the price it has. Cons: The API via LinkedIn Sales Navigator is not agreed by LinkedIn and got the LinkedIn account blocked.
GetProspect is a lead generation tool that offers a Chrome extension to bulk extract emails and profiles from LinkedIn.
A large B2B database has over 200 million contacts. This helps users quickly gather many business email addresses. As a result, they have more time to create engaging outreach content.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
TexAu lets you connect automation, build powerful workflows, grab data, or generate leads in minutes.
Like Phantombuster, they are a generalist scraping platform, but they offer many LinkedIn automation and scraping features.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
Pros | Cons |
---|---|
A lot of automation available | Long to set up |
Integrations with many email finders | Hard to use |
It can be used on desktop or cloud | Pricing by hour |
Possibility to add proxies |
“Powerful automation to boost your business growth”
We use TexAu to extract, process, and filter data with just a few clicks of the mouse. TexAu is a powerful automation tool for marketers, sales people, and everyone in between. With the help of data processing and extraction magic, you can automatically extract data from any list or text and start using it for your own use case.
Captain Data is a no-code platform that extracts, aggregates, and integrates data.
It allows sales and ops teams to create automated workflows and save time.
They are a generalist automation platform that offers a lot of different scrapers, including some for LinkedIn.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator, Recruiter |
Captain Data is expensive compared to other tools in the market. It is made for the Sales Ops team with a budget.
“Super flexible product, super reactive team !”
I like Captain Data’s reactivity, and the product’s many different features for data scraping from various sources (Gmaps, Sales Nav, etc). As soon as I have a question, they answer very quiclky and support me in the best possible way. They also value customer’s feedback and use it on a daily basis to make product fixes and improvements !
Findymail is a powerful B2B email finder designed to automate and streamline finding verified professional email addresses.
Findymail uses a proprietary algorithm to automatically export leads from platforms like Sales Navigator and Apollo, enrich them with accurate B2B emails, and clean your lists in seconds
Type | Browser-Based |
Works on | Sales Navigator, Apollo |
“Findymail : Your B2B solution to reach out efficiently”
A company inbox on average receives hundreds of email everyday which are difficult to skim and thus gets ignored. Findymail helps find the email of top executives in the target company to get across your message to the people that matter and increase business for your firm.
“Findymail Review”
Pros: Findymail allows you to scrape LinkedIn for emails with pretty high accuracy. Just a no brained for cold emailers. Cons: Sometimes, findymail doesn’t scrape a ton of the data. For example, out of an 1,000 person list, sometimes it only gets 300 or so emails.
Prospeo is a LinkedIn scraping and email-finding tool designed for efficient business outreach.
It provides verified email addresses, enabling users to scale their operations.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
The tool offers email finding from names, domains, and LinkedIn profiles, along with email verification for high accuracy.
It’s known for its user-friendly interface, bulk processing capabilities, and Chrome extension for seamless web browsing and LinkedIn integration.
“Best email finder for Europe”
Pros: – This is the best performer in our email cascade for european emails- The email verification system is also top notch, if Prospeo says the email is valid, no need to pass it through Zerobounce or Neverbounce. Cons: I would like to see more integrations from their part, but you can always use the api
Scrupp is a LinkedIn and Sales Navigator scraping tool for efficient lead extraction and email finding.
It allows you to export leads from Sales Navigator with one click. This ensures you have clean lists for email campaigns and CRM integration.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
The tool is celebrated for its speed, ability to scrape locked profiles, and unlimited page scraping capability.
“User friendly linkedin scraper”
Scrupp.com is the most amazing project management tool I have ever used. It is incredibly easy to use and has all the features. Scrupp.com also makes it easy to collaborate with my team members and share files. I highly recommend Scrupp.com to anyone looking for a powerful and easy-to-use project management tool.
“More than just a nice to have”
Pros: That your monthly credits rollover. If things get busy in business, you lose nothing and you’re able to extract data with almost ridiculous good accuracy. Cons: My Scrupp plan used to troll me a bit at the beginning and I had to use my code over and over again to reactivate my membership
Lix is a tool for extracting LinkedIn profile data. It offers a range of features to help users gather and manage contact information efficiently.
Type | Browser-Based |
Works on | LinkedIn, Sales Navigator |
It emphasizes validated email extraction, providing accuracy and effectiveness in lead generation.
Lyne.ai, or Lyne, is an AI-powered tool designed to facilitate sales personalization at scale for high-volume senders.
It automates the slow process of researching accounts and contacts. This helps users create unique insights that usually take hours of human work.
Lyne leverages AI and Machine Learning to uncover information that the average sales rep couldn’t find, providing users with a competitive edge.
Type | Cloud-Based |
Works on | Sales Navigator |
“Awesome tool for outreach”
The level of personalisation and the quality of the AI copy. It’s a huge time saver for us. In the past we’ve used a virtual assistent to do the research. It took a long time and cost a lot of money. Now with Lyne we can quickly set-up outreach campaigns and do a lot of testing what works best.
Derrick App is also a LinkedIn extractor, but it is connected to Google Sheets. It allows you to manage all your LinkedIn data enrichment operations directly from Google Sheets.
With Derrick App you can:
This is super useful if you want to simplify your lead enrichment process. You need a LinkedIn Sales Navigator to use the Google Sheet login.
Type | Cloud-Based |
Works on | Sales Navigator |
Linked Helper is one of the oldest LinkedIn automation tools on the market.
Their main goal is to offer automation, but you can also scrape data from LinkedIn using it.
Type | Desktop-Based |
Works on | LinkedIn, Sales Navigator, Recruiter |
Pros | Cons |
---|---|
Safest tool on the market | Doesn’t run when PC is turned off |
Simulates clicks like a real human | Doesn’t allow using emojis in messages |
Large choices of actions | UX is a bit complicated |
Possibility to connect proxies | |
Cheap |
LaGrowthMachine is a sales automation tool that helps sales teams and recruiters benefit from the most advanced growth techniques without technical skills.
This tool’s main goal is to automate sending LinkedIn messages and connection requests, but it can also export LinkedIn searches.
Type | Desktop-Based |
Works on | LinkedIn, Sales Navigator |
Pros | Cons |
---|---|
One of the safest LinkedIn automation tool | Don’t run when PC is turned off on Desktop mode |
Robust, always working | High-end pricing |
Easily visualize your sequences | |
Solid API | |
Synchronize with HubSpot and Pipedrive |
“The all-in-one engagement solution”
You can choose to combine various channels of engagement such as email, Linkedin and Twitter or mix them up. Unlike many competitors the various channels are not added to the sequence as tasks but fully automated.You can even automate sending Linkedin voicenotes with a touch of AI to personalise the “Hey [prospect name]” at scale. Love it
Dux-Soup has also been on the market for a long time now. It’s a LinkedIn automation tool aiming to create automated LinkedIn prospecting sequences.
However, they also offer the possibility of extracting data from various places on LinkedIn.
Type | LinkedIn outreach tool |
Works on | LinkedIn, Sales Navigator, Recruiter |
Pros | Cons |
---|---|
Cheap | Doesn’t run when browser is closed on the desktop version |
Offers an API | No built-in safety system |
Good customer support | |
Possibility to get sessions with experts for the setup |
Octopus CRM is a LinkedIn automation tool designed to streamline prospecting efforts and grow businesses. It is used by thousands of LinkedIn users worldwide.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
Pros | Cons |
---|---|
Bypass LinkedIn connection request | Needs to have the browser opened |
A lot of possible actions | Doesn’t extract emails and phones |
Bulk messages to 1st degree connections | |
Cheap |
Lemlist is a powerful cold email software and outreach automation tool to help businesses grow.
It is known for its ability to personalize cold email outreach campaigns at scale, which can significantly increase response rates.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
Pros | Cons |
---|---|
Solid at cold email | LinkedIn actions sometimes bug |
Email warmup | |
Integrates to CRMs | |
Great onboarding and content |
Meet Alfred is a LinkedIn automation tool that helps businesses automate and grow their lead generation efforts.
It allows users to send hundreds of personalized follow-up messages daily on LinkedIn, Email, and Twitter, completely on autopilot.
It also offers features to manage team efficiency and productivity, and i. saves time by automating tedious manual tasks.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
MeetAlfred (ex-Leonard) is a powerful multichannel cold outreach tool with many integrations.
It’s one of the oldest LinkedIn automation tools on the market. It offers a built-in LinkedIn CRM.
Tool Type | Multichannel Outreach Tool |
Automation Type | Cloud Based |
Pros | Cons |
---|---|
Automate LinkedIn outbound & inbound actions | Personal plan doesn’t support Sales Navigator |
A lot of channels available | It can be overwhelming for beginners |
Message template library | |
Connect to Zapier | |
Built-in Linkedin CRM |
“Helpful tool for lead generation, recruiting, and automating the process”
MeetAlfred is an easy-to-use tool to help find leads or potential employees on Linkedin. You can search by term or paste a search url from Linkedin to help find people and then set up sequences for reaching out and following up.
“Handy tool fo LinkedIn”
Pros: The interface is easy to use and setup is quick. Cons: It has a ton of bugs and always stops working. It doesn’t synch to your linkedin correctly and the support staff is one of the worst I encountered. Sometimes they go up to 4 days without responding to any request. It really feels like a scam but sometimes it works and is worth it. I wouldn’t recommend this to anyone who has little time to manage, since the tool is so bugged it takes a lot of your time.
Dripify is a LinkedIn automation tool designed to help businesses grow by automating their LinkedIn outreach. It allows users to send personalized messages, connection requests, and follow-ups to their LinkedIn contacts.
It offers features like LinkedIn profile visits, auto endorsements, smart invites, and more.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
Pros | Cons |
---|---|
Safe | Sometimes problems with data export |
Simple UX | Can’t modify a campaign when it’s launched |
Lots of learning material | |
A/B Testing |
BrightData, formerly known as Luminati, is a leading web data platform that provides businesses with structured data from websites.
It offers award-winning proxy networks, powerful web scrapers, and ready-to-use datasets for download. Bright Data’s products include datasets, scraping solutions, and proxy networks.
The platform serves various use cases such as eCommerce, social media, SERP & SEO, Ad Tech, and market research.
Type | Cloud-Based |
Works on |
For specific needs, Pay as you go: $20/GB
“Extremely useful tool for economic research”
I use Bright Data to collect data on employment in Israeli high-tech. The database covers a large portion of the employees in the industry, is frequently updated, and is straightforward to access. The support team is very responsive and extremely helpful.
“Easy to use Proxy Zones for Google and Website Scraping”
Pros: I like the proxy manager the most. I am using this in setting up ports for our google scraping solution. Cons: I can’t think of anything. We have had issues with DataCenter before due to incorrect geo-targetting but it was resolved pretty fast.
Expandi is a LinkedIn automation tool designed to help users enhance their outreach efforts. It allows users to send personalized invites, messages, and InMails and also supports email outreach.
The tool has features like image and GIF personalization, smart sequences, and integrations with other tools through Zapier, Integromat, or a custom-made webhook.
Expandi also provides educational resources to help users become more proficient in LinkedIn outreach.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator, Recruiter |
One plan of $99 per month per seat.
Zopto is a powerful multichannel outreach tool that uses LinkedIn messages, InMails, and emails to attract more prospects.
It also integrates with GPT, so you can use AI to personalize message templates.
Tool Type | Multichannel outreach tool |
Automation Type | Cloud-Based |
Pros | Cons |
---|---|
A lot of workflow actions are available | Can’t modify a campaign once it’s launched |
Run when PC is off | No free trial |
Integrates to CRMs | Expensive |
Database filtering system |
Waalaxy (ex-Prospectin) is another French multichannel outreach tool. It started as a LinkedIn messaging automation tool and then added LinkedIn cold emailing to its sequences.
Tool Type | Multichannel outreach tool |
Automation Type | Cloud-Based |
Pros | Cons |
---|---|
Generous free trial | No custom sequence. Only Templates. |
Inbox management system | Risk of getting flagged by LinkedIn |
Integrated email finder | |
CRM sync | |
Bypass LinkedIn connection request limitation |
“A Game-Changer in B2B Lead Generation”
Waalaxy seamlessly integrates with LinkedIn, making it a powerful extension of your LinkedIn profile. This integration allows you to access your LinkedIn contacts, view profiles, and send connection requests and messages directly through the platform. This eliminates the need to switch between multiple tools, saving you valuable time and effort.
“Good option of you are starting with cold outreach campaigns”
Pros: Is it very easy to implement and start prospecting. It includes the proxy management, so it can work even when the computer is off. Cons: Needs to improve the user interface and add more functionalities to use cold email independently of LinkedIn campaigns and better reporting features.
Skylead offers an all-in-one solution for LinkedIn automation and cold email software, focusing on smart sequences, email discovery and verification, and personalized image and GIF outreach.
It allows unlimited email automation and integration with various lead sources, enhancing lead generation and outreach efficiency.
Tool Type | Automation Tool |
Automation Type | Cloud-Based |
“Great tool”
Pros: That the tool allows unlimited contacts with potential leads. Great tool for looking people for customer development. Cons: With smaller audiences (targeting smaller groups) campaigns are not that effective (slow into contacting people and often finish the campaign to fast). Experienced some problem with downloaded audiences (some rules for CSV, that are not mentioned anywhere, unless you ask the support)
Surfe’s Chrome extension allows you to add contacts, find qualified emails, and synchronize LinkedIn and Sales Navigator conversations with the CRM.
If you aim to scrape LinkedIn to add the data to your CRM, Surfe will be a handy tool.
Type | Cloud-Based |
Works on | LinkedIn, Sales Navigator |
“Outbound Data without all the inputs”
It’s incredibly helpful to be able to prospect directly from LinkedIn since most of my clients are fairly active on there. This way I don’t have to work through a separate data enrichment tool’s UI – I can work directly from LinkedIn. It’s also really helpful that we can update certain fields to allow us to know who is working on what account and contacts and what stage they are in.
In this table, you will find all the information on the different Linkedin scraping tools we mentioned.
LinkedIn Scraper | Type | Price (starts at) | Free Trial |
---|---|---|---|
Evaboot | Cloud-Based | $29 | No |
Phantombuster | Cloud-Based | $69 | 10 leads |
Wiza | Cloud-Based | $30 | No |
Skrapp | Cloud-Based | $49 | Yes |
Linked Helper | Desktop-Based | $15 | Yes |
Findymail | Browser-Based | $49 | 10 emails |
Prospeo | Cloud-Based | $39 | 75 leads |
GetProspect | Cloud-Based | $49 | 50 leads |
TexAu | Cloud-Based | $29 | Yes |
Captain Data | Cloud-Based | $999 | 1000 credits |
Dux-Soup | Browser-Based | $12.99 | Yes |
Octopus CRM | Cloud-Based | $6.99 | Yes |
Dripify | Cloud-Based | $59 | Yes |
Lix | Browser-Based | $39 | 50 leads |
Lemlist | Cloud-Based | $59 | Yes |
Brightdata | Cloud-Based | $500 | No |
Derrick App | Cloud-Based | $9 | 200 leads |
Expandi | Cloud-Based | $99 | Yes |
Scrupp | Cloud-Based | $39 | 1000 credits |
MeetAlfred | Cloud-Based | $39 | Yes |
LaGrowthMachine | Desktop-Based | $50 | Yes |
Surfe | Cloud-Based | $39 | Yes |
Lyne.ai | Cloud-Based | $39 | Yes |
There are 3 types of LinkedIn scraping:
Cloud-based scraping uses web cookies to run your LinkedIn activities from dedicated servers.
No need to install anything on your browser or on your desktop.
Browser-based scraping runs its automation by simulating clicks directly on your browser and replicating human behavior.
They need a Chrome Extension to function and take control over your browser.
Desktop-based scraping runs directly from your desktop. It usually involves installing an app on your computer.
It’s important to know that no solution is safer than the others.
The most essential thing to not having your account restricted is to respect LinkedIn’s limitations.
So, when you choose a tool, ensure it stays within LinkedIn’s recommended limitations.
Scraping LinkedIn is not illegal, but it’s against their terms of service.
While the platform prohibits scraping, some argue that public information should be fair game.
In practice, LinkedIn won’t bother you if you respect the limitations they impose:
They are aware that all recruiters and sales need to scrape their data.
Making it illegal would make them lose too much business.
Most LinkedIn scrapers can directly send the data they extract to your CRM.
If they don’t, you can always download the CSV or Excel file they provide and use the import feature of your CRM to add your leads to it.
This features is really to use on the most common CRMs like Pipedrive, Hubsport or Salesforce.
Yes, it is possible to scrape LinkedIn data with Python.
There are several libraries available that allow for web scrapings, such as Beautiful Soup and Selenium.
You need to know how to code for that.
If you don’t, you can still hire a freelancer to build a custom LinkedIn scraper for your needs.
9 ways to use LinkedIn scrapers for lead generation:
LinkedIn Sales Navigator is by far the best B2B database, as LinkedIn users constantly update the data.
Exporting leads from Sales Navigator is a great way to build qualified lead lists, as you get a lot of data, such as names, job titles, emails, company names, company website URLs, etc.
This information can be used to create targeted lists of potential customers for your sales team to contact.
With this data, you can create personalized messaging that speaks directly to your ideal prospects’ needs and pain points.
Additionally, LinkedIn scraping allows you to identify key decision-makers within a company, focusing your efforts on those who have the power to make a purchase.
By scraping LinkedIn, you can streamline your sales process, increase your conversion rates, and ultimately drive revenue growth for your business.
LinkedIn events are a great source of leads as you can see people who are interested in a particular topic.
If you export LinkedIn event attendees using a tool like Phantombuster, you can import them into a CSV file with their contact information and mention of the event.
These events provide a great icebreaker for your prospecting messages.
Same thing for LinkedIn posts.
People liking and commenting on LinkedIn posts manifest an interest in a specific topic.
If you export LinkedIn post commenters or likers and then reach out to them, that provides a great icebreaker for your prospecting messages.
Why bother building an audience from scratch when your competitors are already doing all the work for you?
This hack you can use to extract your competitors’ company page followers.
This is really good data as if someone follows a competitor on LinkedIn, you can be pretty sure that they will be interested in your products or services.
Like events and posts, being a member of LinkedIn groups is a sign of interest.
By exporting LinkedIn group members, you are to build a qualified lead list of people interested in a specific topic.
All members joined the group for a reason: they sought answers to their problems.
Try to find out if they found it or if they still need help.
You can export your LinkedIn contacts from LinkedIn settings, which will only give you a few emails.
If you want more data and emails, exporting your LinkedIn contacts using a LinkedIn scraping tool is better.
You can do it through LinkedIn or Sales Navigator search engine.
It will give better, cleaner data and more emails.
If you don’t have a LinkedIn Sales Navigator account yet (which I recommend if you are serious about LinkedIn prospecting), you can still export your LinkedIn search results from the basic search engine.
The best tool for that is Phantombuster.
But be aware that you will be limited. With a free account, you can only visit 80-100 LinkedIn profiles per day.
LinkedIn scraping can be a powerful tool for recruiters seeking the best candidates for their organization.
Using web scraping software, recruiters can export LinkedIn profiles containing specific keywords and job titles, making it easier to build a list of candidates with the right skills and experience.
Once the recruiter has compiled a list of potential candidates, they can use LinkedIn’s messaging feature to reach out to them and measure their interest in the position.
They can also upload the files into their own Applicant Tracking System.
LinkedIn Sales Navigator account list scraping can be a powerful tool for conducting competition analysis.
By analyzing competitors’ profiles, businesses can gain insight into their strengths and weaknesses, as well as their strategies for success.
One effective approach is to use a web scraping tool to collect data on competitors’ job titles, skills, and educational backgrounds.
This information can then be used to identify patterns and trends that can inform a company’s own hiring and training strategies.
Additionally, LinkedIn scraping can help businesses identify potential partners, customers, and suppliers by analyzing connections between competitors and other industry players.
With LinkedIn Scraping tools you can efficiently collect and organize valuable information and seamlessly export your lead lists into your CRM or marketing platforms.
This automation not only saves time, but also ensures that you have accurate and up-to-date data to drive your marketing and outreach strategies.
With the right LinkedIn scraper, you can streamline your workflow, increase productivity, and ultimately see better results from your lead generation campaigns.
LinkedIn strictly opposes data scraping and has robust measures to prevent it.
However, you can still automate data collection, if you stick to LinkedIn best practices and its ethical guidelines. This approach helps minimize risks and ensures compliance with LinkedIn’s policies.
Data scraping, is not illegal per se, but LinkedIn’s Terms of Service prohibit unauthorized scraping, including job scraping.
While you can use different scraping tools that provide valuable insights, it’s important to conduct job scraping responsibly and in accordance with LinkedIn’s policies.
The best way to scrape data from LinkedIn is to use scraping tools and automatinos, like Evaboot, Phantombuster, TexAu and others.
After you choose the scraping tool that works best for your business, go to the LinkedIn profile of your ideal prospect or to the lead lists in your Sales Navigator and follow the steps of each tool.
These tools give to valuable data like phone numbers, emails, and company profile information.
There is no one best LinkedIn Scraping tool. Based on your needs and business goals you have a list of 25+ LinkedIn scraping tools:
Scraping data from LinkedIn offers several benefits like: