When seeking Email scrapers, companies look for the best tools to get accurate email lists. If you’re into email marketing, you probably already know how important a good database of relevant email addresses can be.
Because about 1 billion people connect on LinkedIn, just like you, what we have for you in this article is a list of some of the best LinkedIn email extractor tools. You will learn how to use them in 2025 to achieve success. In the end, you will have answers to the following questions:
Searching for the tool that can give you accurate email list, reducing the level of spam and bounce emails?Look no further but below to this exclusive article below:
A LinkedIn Email Extractor does exactly what the name implies, extracting emails from LinkedIn. Not only the mails, it also automatically pulls up their profiles of the most relevant contacts. Just like some notable extractors, LinkedIn pulls up emails using criteria like job title, industry, company size, and location.
People rely on LinkedIn extractor to get what is referred to as the most relevant contacts. This way, companies have a high-quality email while still within LinkedIn’s terms of service. Also, marketers can always structure campaigns that feel more like conversations rather than spam.
We'll discuss the different tools and techniques used to get emails from LinkedIn. But it is just as important to understand how they actually work. You can check out Bookyourdata’s detailed piece on how to find emails on LinkedIn.
Let’s explore 5 best LinkedIn email scraper tools on the market and analyze their key characteristics so you can find the perfect tool for your company’s specific needs. In this part, we’ll examine the accuracy, top features, prices, flexibility, and reputation of Bookyourdata, Emailsearch.io, Aeroleads, GetProspect, and Skrapp.io.
Read along as you explore 7 of the best LinkedIn email scraper tools on the market, breaking down the main features, accuracy, prices, and reputation of
G2 Score: 4.9/5 (312 reviews)
Capterra Score: 4.9/5 (41 reviews)
Bookyourdata is unique for being a direct LinkedIn email scraper. Many agencies choose Bookyourdata for precisely accurate emails because it's the best email scraper for laser-focused targeting.
With a 97% accuracy rate, Bookyourdata is a game changer. Think about getting 97% active emails. Bookyourdata makes it such that you have less worry about bounces and spam flags. It allows real-time email verification, which increases your reputation. Here, you only pay for contacts that actually make it to the inbox. You get a refund for invalid emails. The accuracy of the data assures you of very effective campaigns.
And if you’re curious about how to verify your email addresses without firing off an actual email, and saving your sender reputation in the process, we’ve got you covered with a detailed guide.
The difference between Bookyourdata and others on this list is flexible pricing, giving you total control over how much you spend on marketing. Bookyourdata runs on a pay-as-you-go model unlike most platforms which run on subscriptions. Whether you’re a startup or a large business, you can scale up or down without worrying about wasting funds.
Getting the proof of Bookyourdata’s excellence is easy via the reviews. Bookyourdata holds a strong 4.9 rating from 312 reviews, coming from G2, one of the best review platforms. Another reliable review from Capterra records a 4.9-star rating, after about 41 users left good word about it.
Since they consistently improve by coming up with regular updates and maintenance, Bookyourdata stays ahead, making it ideal for small and large users alike.
If you have had a bad experience with compliance, it can’t be the same here, as Bookyourdata fully complies with CCPA for California and GDPR for the EU. Unlike questionable companies, their privacy policies are clear, protecting you from data misuse or third-party exposure.
The support team is always available during business hours, per adventure you have questions, Bookyourdata has answers all the time. They stay available to respond by live chat or email and also provide clear documentation to ensure everything is accurate.
If you need verified email addresses with flexible payment options, Bookyourdata is a great choice.
Trustpilot: 3.7/5 (12 reviews)
Imagine a tool that pulls both personal and business emails without endless profile clicks. Emailsearch.io offers unlimited emails among others, through a quick Chrome extension. In the marketing world, organizations use this tool for good accuracy and smooth CRM integrations, turning your contacts into valuable resources.
Emailsearch.io claims that about 81% of its email results are accurate. If that’s accurate, this could be a dependable option for your business needs.
When it comes to payments, Emailsearch.io sticks to subscription-based pricing. Here are their plans:
Emailsearch.io doesn’t have much buzz on a big review page like G2 or Capterra. But over on Trustpilot, it has an average rating of 3.7, based on just 12 reviews. Now, most of those reviews are mixed—between one and five stars—so while they promise high accuracy and fast scraping speed, it’s smart to do a little homework before you jump in.
As regards emailsearch.io, compliance is not strong. First, they do not offer real-time verification. Then, there is little information on GDPR compliance. You cannot find clear data usage policies, nor transparent data on privacy protection.
Emailsearch.io only offers support via email. There are no live chats, few FAQs, and no 24/7 availability.
If you want a tool that integrates well with your CRM and packs a punch with its email marketing features, Emailsearch.io might be worth a shot.
G2 Score: 4.0/5 (62 reviews)
Capterra Score: 4.5/5 (39 reviews)
Aeroleads is a bulk email extraction tool built to improve lead generation. Everything it does is targeted at making the contact information you collect accurate and more useful. In addition, real-time email validation makes it suitable for both small and big businesses.
Aeroleads doesn’t just scrape random data—it digs up phone numbers and verifies emails in real-time to give you a complete and accurate contact list. This means the info you get is more than just a name and an email; it’s a full contact package that you can actually use. However, they don’t provide information about their accuracy on their website.
Gathering emails isn’t always enough for beefing up your lead generation strategy, you need a phone number too. You can dive into this piece on how to find emails by phone number and see how these extra details can improve your marketing game.
With Aeroleads, you’re not just scraping the bottom of the barrel; you’re getting access to some solid features:
Aeroleads only offers subscription models in these quite reasonable plans:
Reputation wise, Aeroleads’s rating on G2 is 4.0 with 62 reviews and a 4.5 rating on Capterra with 39 reviews. While they may not provide details about their accuracy, the solid reviews show that Aeroleads is a tool people trust.
Worrying about compliance is not a thing with as it is GDPR compliant but there is no clear CCPA compliance statement, indicating that California companies may not use this tool. However, it is transparent with data scraping and validation. If anyone chooses to opt out any day, you can do that with ease.
When a company begins its journey with Aeroleads, the company gets a ticket support. There is a customer representative ready to follow up all your questions via Email or the functional live chat. While they have a functional live chat, it is limited.
Notwithstanding your firm size, choose Aeroleads for affordability and reliability.
G2 Score: 4.0/5 (38 reviews)
Capterra Score: 4.4/5 (93 reviews)
Given the extent of reliability that most email scrapers require, GetProspect is a very reliable solution for email scrapers. Impressively, it recently recorded 95% email validation accuracy, making it perfect for B2B sales, recruitment, or marketing. With a variety of membership plans for you to choose from—including a free option—it caters to everyone, from one-time users to well-established companies.
Not just a common term, accuracy is the promise you will get with GetProspect. The platform guarantees 95% accuracy, and if they fall short, they’ll refund your credits. In email marketing, validation is also very important. GetProspect gives real-time verification for higher engagement rates.
GetProspect knows that one size doesn’t fit all, so they offer a range of plans:
GetProspect has good reviews on all platforms, recording a solid 4 out of 5 stars on G2, coming from just about 38 reviews. Similarly, Capterra recorded 93 good reviews, pushing it to an even higher 4.4 out of 5. It’s clear that users are happy with its features and speed.
You need not worry about compliance with GetProspect as it is both GDPR and CCPA compliant. There are no hidden policies, everything about its data privacy is in plain sight.
Sadly, you can only reach out to the customer support team via Email. However, this is for paid users alone. Free users need to upgrade to access support.
Between the free plan and 17 search filters, GetProspect has everything you need to make your lead generation efforts more effective.
G2 Score: 4.0/5 (133 reviews)
Capterra Score: 4.5/5 (56 reviews)
Skrapp.io is great for my individuals and large businesses. It is that LinkedIn email extractor you need with strong reliability. If you’re within budget but still need real-time email checking, it is for you.
Not only is bulk searches important, accuracy also guarantees a better outreach outcome. Skrapp gets the job done with an 80% success rate, thanks to its real-time email checking. What this means is that you’re not just extracting random email addresses but getting ones that are valid and active.
Not just another email finder—Skrapp is packed with tools to up your lead-gen game, from single to bulk searches.
Skrapp offers monthly plans that are billed yearly:
Scoring a solid 4 out of 5 stars from 133 reviews on G2 and an impressive 4.5 out of 5 stars from 56 reviews on Capterra, the consensus is that it’s a reliable tool that users trust for finding and verifying emails.
While Skrapp is GDPR compliant, their CCPA compliance is uncertain. That suggests a limited use in different parts of the world. Not to worry, it has a transparent privacy policy.
Like some other email scrappers, live chat is unavailable. You only get support through email. This support is fully fleshed for paid users.
With a generous free plan that offers 100 email searches and 200 verifications, Skrapp is a no-brainer if you’re looking to scrape LinkedIn like a pro.
G2 Score: 4.5/5 (44 reviews)
Capterra Score: 4.2/5 (17 reviews)
LeadLeaper offers automation, a rare feature among LinkedIn email scrapers. It collects emails from LinkedIn and store them into CSV for future use.
85% data accuracy is a high value to boast, of which LeadLeaper uses for accurate and relevant B2B leads on LinkedIn. It also validates the results in real-time, ensuring you get the most updated emails.
Aside from the basic free plan, LeadLeaper offers monthly plans.
With a whooping 4.1 out of 5 stars, LeadLeaper has good reviews from trustpilot. In the Capterra world, it scores 4.2 out of 5 stars from 17 reviews on Capterra and 4.5 out of 5 stars from 44 reviews on G2. A few users agree that it’s a highly accurate email scraper.
Compliance is not an issue with LeadLeaper as it complies with GDPR laws. Clients looking for an email scraper with clear privacy policies go for this tool as it has no hidden agreements. One thing to note is that you cannot opt-out after scraping large data volumes.
Sadly, LeadLeaper does not offer live chat but it is not unredeemable. Paid users can access them via email round the clock and a ticket support system also working perfectly, 24/7.
Users choose LeadLeaper for its integration with chrome and other CRM tools.
G2 Score: 4.6/5 (156 reviews)
Capterra Score: 3.9/5 (44 reviews)
With a large focus on LinkedIn, SalesQL is that tool with 800 free emails per month. It is like an email search engine with advanced B2B lead generation tools. These tools make it ideal for startups and small businesses.
SalesQL records a 90%+ accuracy on B2B emails, giving companies peace of mind about lead quality. If you need to verify these emails, it allows you to in real-time. Although you do not get a refund for inaccurate mails, it makes sure to verify each email before export.
SalesQL is best for startups with a low budget.
The free plan offers 50 credits/month, with three other juicy plans:
With 156 reviews, G2 gives SalesQL 4.6 out of 5, indicating that users can attest to the great features. The feature that makes it stand out is the free pricing model. 44 Users on Capterra report positive experiences for B2B leads, with a 3.9 out of 5 star rating.
SalesQL complies fully with GDPR and CPPA policies. It is safe to use as it comes with transparent data handling policies.
While free users can get email support, the live chat options is not available. This is a huge difference from all other tools with free plans. If you seek live chat options with faster response, you can upgrade to a paid version.
Users highly request SalesQL for its generous free plan and advanced B2B features.
Before scraping, get your leads ready by importing existing leads database into the email scraper software of your choice. This usually involves uploading a file, like an Excel or CSV, packed with all the contacts you’ve gathered so far. Most tools make this process easy, with user-friendly “Import” features that let you pick and upload your file straight from your computer.
Pro tip: Don’t forget to keep your data neat and well-arranged, with clear headers for each column, like names, job titles, company info, and any other details. The best tools out there are good at sorting and organizing data, so you’ll be able to handle and sift through massive amounts of leads like a pro.
Boosting these leads is the next step, where you use automatic enrichment. Once you’ve imported your data, your software makes your leads even better. This could involve things like:
Considering data enrichment and built in validation features levels up your database. These tools use smart algorithms to cross-check and validate your data, ensuring you’re working with the most accurate and comprehensive information possible.
Now that your leads are imported and enriched, it’s time to link your email scraper to other platforms and increase your outreach. Here’s how to build your multichannel sequence:
Target on Social Media: Gathering personal information gives you a higher advantage at social media targeting. Make sure your ads speak directly to what your audience needs or wants.
Companies looking for a time-saving miracle have probably not discovered email scrapers, and are still stuck with manually searching for contact details on the web. Instead of that, the heavy lifting is covered by automatically gathering email addresses from various sources, including LinkedIn. By automation, clients can focus on what truly matters, allowing for more free time.
Email scrapers are good email lookup tools because they can scoop up data in bulk. Instead of searching for contacts one by one, clients can gather tons of leads from all over the web—at the same time. Getting a large pool of prospects like this increases your productivity greatly.
LinkedIn’s connection request limit can really cramp your style if you’re trying to grow your network the old-fashioned way. But with email scrapers, you don’t have to worry about sending a single invite before scraping data. That means you can keep expanding your reach without ever bumping into LinkedIn’s limits.
Email Scrapers like LinkedIn generate leads on LinkedIn, ensuring that the contacts you get actually care about what you’re offering. These tools dig deep into industries, job titles, company sizes, and regions to get the people most likely to be interested in your product or service.
Getting more connections happens efficiently with these email scrapers. It occurs by collecting relevant contact information to help you expand in various industries. Whatever the company’s goals are, whether to build partnerships, boost sales, or increase your company’s visibility, a larger, more diverse networking can open doors to lots of opportunities.
Many potential candidates get hired by HR teams and recruiters by using these tools to get contact information from job boards, social media, and professional networks. Consequently, companies don’t have to search through endless profiles anymore because scrapers help to get the best talent with the most popular skills.
If you're looking for a tool that gives high-quality leads without long-term commitments or monthly fees, check out Bookyourdata’s Prospector! It can access millions of contacts in just seconds and has an impressive 97% accuracy rate.
Every email scraper has a target audience, and LinkedIn email scraper works by first identifying such target audience. Think of this as laying the foundation to have a successful marketing campaign. You must know who your ideal clients are—whether it's based on their industry, job title, location, or company size.
Most email scrapers allow you to do this by:
Once you know who you're targeting, set up your search parameters. This means you can customize your scraper to search for profiles that meet your criteria. You’ll end up getting relevant search results and increase your conversions, which you can do by;
A major reason for using the LinkedIn email scraper is to actually extract emails addresses. Here’s how you can pull email addresses after easy prospecting.
Another step in this process is exporting the email addresses to a CSV file. This CSV is compatible with most email marketing and CRM platforms. So:
Here's an extra tip: Try using cloud-based storage, to access and manage your files from anywhere. Extra flexibility is assured, making it easier to handle your data on the go.
Any good email scraper will have flexible search options, just like LinkedIn’s and unlike an email permutator. It is easy to search for emails based on specific criteria, like name, industries, job titles, locations, etc. Furthermore, companies are assured of relevant data with the use of the advanced filter features, making sure that they are relevant to your needs.
Instead of going through profiles individually, you can collect a large amount of data at once. This is mostly useful if you’re running a big marketing campaign or recruiting operation. When you need speed and volume, bulk email searches are your best friend because they save you both time and effort.
A profile URL generator helps to find exact LinkedIn profiles, while a verification system ensures that the emails you gather are real and actually working. In the case of bouncing back emails, good tools will not bounce back, making the data more reliable.
You will find convenience as some LinkedIn email scrapers come with Chrome extensions. This means you can access and use these tools directly within your browser. No need for additional software—just activate the scraper while you're on LinkedIn.
If your needs change often and you like having options, a credit-based plan might be better for you.
Before you consider choosing any of these plans, think about your current needs. Looking into the future projections goes a long way in preparing for future business growth. Also, examining your budget and the fact that your business may need more advanced features later will help a lot.
When choosing a LinkedIn email extractor, think about what exactly your business needs and how frequently you'll use the tool. Consider a lot of features, as some are very essential than others. Besides that, check out tools with positive reviews and compare prices for other email extractors.
Here are some features to consider:
Variety of Additional Features
Other important things to think about is, email searches by name, API integration and high-quality customer care. Even though they might cost more, these other features have big benefits in the long run.
A LinkedIn email extractor with real-time verification is important because it ensures that every email address you get is correct, active, and ready to receive messages. It also ensures that every single email goes where it’s supposed to. verification is very important unless you want your messages to get lost in spam folders.
LinkedIn email scraper tools help you shave off hours spent on tedious work and pull in a lot of data about your ideal prospects. Many companies, both startups and large companies, seek to improve their marketing campaign, boost sales, or get top talent. If you have a similar vision, it is important to find the perfect email scraper tool.
Bookyourdata stands out as the best LinkedIn email scraper tool. The company
Whatever your needs, it’s designed to fit your needs like a glove. Plus, you can get 10 free leads without even reaching for your credit card!
Targeting consumers or businesses is not a concern for the marketing team as LinkedIn adds high-value contacts to your email list, allowing clients to focus on the right professionals.
Collecting data from LinkedIn or other sites depends heavily on the platform’s terms of service and local laws. LinkedIn, for instance, makes it crystal clear in their user agreement that you need permission before using automated tools for scraping emails or other data.
While LinkedIn doesn’t sell email addresses, they focus on keeping your data and privacy safe. Instead of peddling personal information, data is kept safe by advertising and recruitment services that allow companies to target users based on job title, industry, or location—without ever handing over your email address.
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