+10 best LinkedIn Sales Navigator + Email Scrapers [2024]
One billion users, in 200 countries: LinkedIn is an exceptional mine of information.
You want to retrieve quality B2B emails from Sales Navigator — but you don't know which tool to turn to?
Speed, price per line, email quality, UX, data completeness : in this article, we will see which are the 10 best LinkedIn Sales Navigator Scraper + Email.
A complete and uncompromising overview.
Choosing the best LinkedIn scraper and the best LinkedIn scraping tools, okay.
But what is a LinkedIn Sales Navigator scraper?
A Sales Navigator scraping tool is a robot that will browse the targeted LinkedIn Sales Navigator pages, and retrieve the available information. Included B2B email addresses.
This is a tool that exports LinkedIn profiles to a clean Excel file.
Recover data, yes, but to do what?
2 relevant use cases:
Lead creation outreach is the most widespread use case.
First, with a Sales Navigator Scraper, like the Sales Navigator Leads Scraper of lobstr.io, you will retrieve leads from a Sales Navigator Search URL, B2B emails included.
Then, with automated cold email sequence tools: send bulk emails.
The best tool?
We no longer present it: lemlist.
This cold outreach tool, which according to SimilarWeb has more than 500k unique visits each month, allows you to:
50K+ users on the platform, a hyperactive community, $120M+ in user-generated revenue: a cold outreach must-have, widely used and with a large and active sales team fan base.
The email marketing tool of reference.
Do you want to recruit a developer but you don't know how to start your prospecting?
Go to LinkedIn, and do a search using the following criteria:
You will be able to recover names, positions, and B2B email addresses. From which you can launch your recruitment operation.
This is actually what we do internally, here at Lobstr.
Shoemakers can also be the best shod.
Very controversial question, and much discussed.
Indeed, this is the first question that people ask on Google, associated with the keyword linkedin scraping in the USA.
So behind the legislative anxieties, what is really going on?
Let's put it simply: LinkedIn doesn't like it.
In an article dedicated to this subject, aptly named Prohibited software and extensions | LinkedIn Help, the message is clear: it is clearly not recommended.
And if you do, you put yourself at risk of having your account banned.
But what does the law say?
Well it is also very clear, and in total contradiction with LinkedIn's terms of use.
It is absolutely legal to collect public data, manually or automatically, in the United States.
It is in any case what the U.S. Ninth Circuit of Appeals reaffirmed on April 18, 2022, in the case between LinkedIn and HiQ Labs, a company that uses this data for statistical purposes.
Please note, this is the case in the United States, but it may not be the case in the jurisdiction where you are located. Be sure to check the laws in force in your country.
And between the conditions of use of a private platform and American justice, it is of course the latter which wins.
No risk here.
Of course, the data structure depends on the choices made by the company that produced the LinkedIn scraper.
But as a general rule, a LinkedIn Sales Navigator Scraper will retrieve:
Here, we will retrieve all the data related to a LinkedIn profile
In addition, on the company page, the scraper will retrieve:
Finally, armed with 3 main pieces of information, the scraper will fetch the valid B2B email address.
The main third-party services are
How does it work?
The enrichment tool will simply test all possible combinations and return the valid one.
Here are a set of possible combinations:
f.last@domain first@domain first.last@domain
For example, with lobstr.io:
s.bouloudnine@lobstr.io sasha@lobstr.io sasha.bouloudnine@lobstr.io
Only one address is valid, the last one. This is the one that is returned.
Shuffle and sort out. It’s done.
LinkedIn Sales Navigator is a premium version of LinkedIn: you have to pay $80 per month to use it.
While LinkedIn is free.
It's not cheap.
Why use LinkedIn rather than LinkedIn Sales Navigator?
This is simply a matter of navigation limits.
With LinkedIn it's free, but you will collect a few profiles per day.
To go into details per day:
❄️ Max 100 pages/1000 results with LinkedIn 💰 Max 100 pages/2500 results with Sales Navigator
2.5x more efficient. Worth it.
We are judge and party: in fact, we are writing this article, and at the same time, we have developed a powerful LinkedIn Sales Navigator Scraper.
How will we ensure our test is as relevant as possible, despite obvious conflicting interests?
We will rely on 4 criteria, mainly neutral and quantitative: the fantastic 4.
Ease of use
Is it easy to launch the scraper and recover the data? Is the interface well constructed and communicative?
Everything related to UX.
Speed
How quickly is data retrieved?
Here, it is a simple quantitative criterion: Number of results/minute.
Price
What is the cost of a profile with its email?
Here too, a simple quantitative criterion: The price in dollars per 1000 results.
For ease of calculation and homogeneity: we take the cheapest paid plan, and we project the cost over 1000 leads pro rata. Disadvantage of high entry prices.
Data quality
Finally, we will focus on the quality of the data:
In order for the test to be as standardized as possible, we are going to launch our scrapers on one and unique LinkedIn search results target.
But which?
Artificial intelligence has, since the release of ChatGPT by OpenAI on November 30, 2022, in everyone's minds.
We will therefore recover all the directors in Engineering who work in these 3 companies main:
The Sales Navigator search URL is this:
https://www.linkedin.com/sales/search/people?query=(recentSearchParam%3A(id%3A2847937977%2CdoLogHistory%3Atrue)%2Cfilters%3AList((type%3ACURRENT_COMPANY%2Cvalues%3AList((id%3Aurn%253Ali%253Aorganization%253A11130470%2Ctext%3AOpenAI%2CselectionType%3AINCLUDED%2Cparent%3A(id%3A0))%2C(id%3Aurn%253Ali%253Aorganization%253A74126343%2Ctext%3AAnthropic%2CselectionType%3AINCLUDED%2Cparent%3A(id%3A0))%2C(id%3Aurn%253Ali%253Aorganization%253A94273421%2Ctext%3AMistral%2520AI%2CselectionType%3AINCLUDED%2Cparent%3A(id%3A0))))%2C(type%3ASENIORITY_LEVEL%2Cvalues%3AList((id%3A220%2Ctext%3ADirector%2CselectionType%3AINCLUDED)))))&sessionId=9lipCzOtSDGsbflYT0G%2FQQ%3D%3D
With a total of 104 distinct results.
Tool | Best for | $/1000 leads | Free leads | Emails % | Leads/minute |
---|---|---|---|---|---|
lobstr.io | Everyone | $15 | 300 | 79 | 15 |
Evaboot | No-tech people small need | $150 | 100 | 74 | 5 |
Prospeo | Growth small need | $39 | 75 | 89 | 30 |
Findymail | Sales small need | $49 | 10 | 65 | 30 |
useArtemis | Email + campaigns 1-stop shop | $100 | 0 | 20 | 20 |
Scrupp | Cheap data with email | $15 | 10 | 1 | 30 |
PhantomBuster | Many LinkedIn no-code scrapers | $140 | 50 | 4 | 15 |
LinkedHelper | Shady fiddlers | $25 | 1400 | 100 | 20 |
Apify | Developers no email | null | 0 | 0 | 0 |
TexAu | Cheap data no email | null | 600 | 0 | 0 |
lobstr.io, created in 2019 in France, offers a range of 20+ no-code scrapers, with a particularly clean interface, and powerful advanced features.
Their LinkedIn Sales Navigator Scraper is the Sales Navigator Leads Scraper | Lobstr.
Particularly notable facts: the quality of the UX, fluid and highly communicative.
Once the scraper is launched, the interface takes you by the hand and tells you in real time what the collection is like: number of profiles, emails, speed. We feel considered.
Furthermore, the price is good, with the most generous free plan in the industry, and the most competitive price per 1000 leads for cloud-scraper.
And particularly exhaustive, with 79/100 emails.
Finally, there are advanced features which ensure robust, high-intensity data collection.
With the multi-threading, it’s up to 10 competing accounts scraping together.
While GoogleSheet or Amazon s3 auto-export allows systematic backup of data.
Robust.
Last but not least, the scraper is delivering results fast: 15 profiles/minute. Solid speed.
Growth & Sales who need a continuous solid stream of B2B leads from Sales Navigator, with careful UX (but need to be patient).
$15/1000 leads
Evaboot is a French company (cocorico again!) that offers a unique tool: a powerful LinkedIn Sales Navigator Scraper.
No custom data export, no schedule, no obscure features.
We're here to extract leads from Sales Navigator, and that's it.
Unlike lobstr.io, Evaboot launches from LinkedIn Sales Navigator, directly from a search page, with the press of a button.
No settings, no page number, no URL. One click and that's it.
It is simple, intuitive and standardized.
Furthermore, the tool offers interesting post-processing elements:
So many elements that make you feel like you are using a solid tool, on which you can rely on over the long term.
Attention, the first plan is absolutely expensive when pro rata adjusted: $150/1000 leads.
And the speed of the tool is unreliable: sometimes 20 profiles/minute, sometimes 2 profiles/minute. We don't really know which foot to dance on.
Endly, it may happen that the tool does not work.
However, the customer service is friendly and responsive, and you are immediately refunded: very pleasant.
No tech-friendly people that need to generate leads with no headache.
$150/1000 leads
Prospeo is a Canadian company, very young since it was created in 2023, which offers an email enrichment service, and a no-code web scraping tool from LinkedIn and Sales Nav.
Their LinkedIn Sales Navigator scraper is the Sales Navigator Export.
The tool is interesting. It launches a collection on the cloud, but triggers in 1 click with an add-on.
Go to a LinkedIn Sales Navigator search page, click: there you go.
The tool has undeniable advantages: it is fast, with 20-30 profiles per minute, and generous, with 89 emails out of 100 profiles.
Beside, the dataset is exhaustive with 45+ attributes including: job title, full name, professional email address.
And company pages information: company name, company address, industry, headcount size, headquarters address…
Cherry on the cake: the interface is pretty nice.
Impressive.
Be careful, the UX is not always very clear: OK the scraping is started, what next?
Furthermore, if you want to scrape 10,000 or 20,000 profiles, you have to click on the add-on around ten times. Semi-automatic, and therefore limited in certain aspects.
Growth who want 500-1000 pro leads fast.
$39/1000 leads
Findymail is a French company (again!) created in 2022, by an indie hacker, that is to say an independent developer.
Indie hacking, or the development of a company centered around a developer, like an artist, has exploded since 2018. If you are interested, this Twitter account is the reference: @levelsio.
The tool offers a tool to scrape LinkedIn profiles and Sales Nav profiles — included email enrichment.
And an automatic export to cold mailing tools: lemlist, smartlead…
With the main audience being outbound sales.
This is what we find on the page of Findymail Sales Navigator Scraper.
Like Prospeo and Evaboot, the collection is done directly from LinkedIn Sales Navigator. Click on an add-on, and that's it.
Be careful, however, here: the add-on takes control of your browser and wanders around.
You have to keep your tab Chrome open.
Impossible to start a collection and turn off your computer to go about your business. In other words, the tool is aimed at small episodic needs: 100-200 leads.
The tool is rather fast, with here also ~30 leads per minute.
The enrichment is rather solid, with 65 emails on 104 profiles.
And the price competitive with $49/1000 leads, rather in the lower bracket.
On the application side, it sometimes feels a little cheap : poorly finished front, missing some key features like the list of last successful runs.
Emojis, informal wording, raw Twitter social proof: communication is ultra energetic, aggressive. We love it.
Salespersons who want to build 100-200 leads list and export fast.
$49/1000 leads
useArtemis is a French company (definitely) created in 2022, which offers a tool for lead collection and automatic prospecting on LinkedIn and Sales Nav.
Like the previous ones, it is a chrome-extension-based Sales Navigator scraper:
Not very scalable, but particularly easy to launch.
The website is pretty, a bit in the style of Vercel, and the interface is fluid and responsive. Definitely user-friendly.
Moreover, the data is nicely presented. It's nice.
Be careful, however, there are quite a few inconveniences which spoil the party.
First of all, the free plan does not offer any email: impossible to test the tool in its entirety before purchasing.
Above all, data enrichment works poorly: enrichment is blocked at 20%, and only 20 emails out of 100 collected.
Disappointing.
Sales who need 1-stop-shop for leads + contact campaigns (but ready to raise bugs).
$100/1000 leads
Scrupp is a Ukrainian company created in 2022 which allows to extract leads from LinkedIn, Sales Navigator and Apollo, by clicking the add-on button.
The tool is easy to use, with a single clickable button.
Furthermore, data collection is particularly fast, with between 30 and 50 results collected per minute.
Above all, the product is one of the most accessible: you pay $15/1000 leads, on the foreground. It's almost 10x cheaper than Evaboot.
Be careful though, at this price, you also pay for what you have.
Many minor and major inconveniences reduce the interest in such a competitive price.
The verification email lands in the Spam, we are asked to configure a webhook (?), the time displayed is that of Eastern Europe: the tool is cheap.
Above all, and this is the most regrettable, out of 100 leads, only 1 email.
Enrichment works poorly or does not work. Too bad.
People with a low budget but ready to deal with buggy but cost-competitive LinkedIn Sales Nav scraper.
$15/1000 leads
PhantomBuster is an old hand: the French company was created in 2016, and offers 100+ various no-code scrapers, mainly on LinkedIn and Sales Navigator.
Their LinkedIn Sales Navigator and Email scraper is the Sales Navigator Search to Emails Flow.
It is a workflow which combines 2 no-code scrapers:
Precisely what we are looking for.
UX is extremely communicative: once the scraper is launched, you know where you are, and when it will end.
Moreover, the tool is quite fast. It does extract data at the speed of 15 results/minute.
Be careful, however, only 11 emails found out of 98 leads: it's not enough.
Above all, the tool is too expensive. The most expensive of the lot, for a result that is not necessarily satisfactory.
Guys who need a full range of diverse LinkedIn no-code scrapers & LinkedIn lead generation tools (post likers, community, AI-powered message senders).
$140/1000 leads
LinkedHelper 2 (yes, there was a first version somehow) is an American company, created in 2016, which offers a desktop application, to automate all your LinkedIn actions.
Let's be honest, the experience is really not pleasant.
First, you have to download (!!) a desktop application. Be careful to specify the nature of your Mac chip.
And it's not a small, lightweight tool: more than 250MB of data to download.
Really not an easy tool to install.
Above all, the big black spot is the UX.
It's simple, you easily need to spend 20-30 minutes to understand how to launch data collection from Sales Navigator.
No information, nested structure, window that launches in a window already launched: we just want to collect data from LinkedIn, but the interface is literally adversary.
If you like to mess around with computers, that's good. Otherwise run away.
So everything is dark?
Well no, that’s what gives a (kind of) charm to the tool.
If you agree to navigate in an absolutely obscure environment, and you agree to fight to obtain results, the tool remains interesting.
First of all, the price is fair, with 1500 leads offered, then $25/1000 leads. OKish.
Afterwards, the tool is fast: in 5 minutes, it scrapes data entirely.
Finally, the LinkedIn data is abundant but unreliable.
For example, we find Olivier Godement, Head of Product at OpenAI, with an address from BNP Paribas, or Stripe.
Personal email addresses, deprecated phone numbers: to conclude, it is certainly shady regarding legality.
Be sure to comply with current personal data protection laws before using it at scale.
Fiddlers able to deal with horrendous UX and shady but rich dataset.
$25/1000 leads
Apify is our dean here! Created in 2015, the Czech company, which has gone through the prestigious Y Combinator offers tools for developers to develop and deploy their scrapers.
The latter can then sell their scraper on the Store from Apify. We find 1000+ no-code scrapers — of uneven quality.
44+ actors for the keyword “sales navigator”, and we take the most used, that of Curious Coder,
With 714 registered users, named:
Linkedin Sales Navigator Scraper by Apify & Curious Coder
As always at Apify, the interface is fluid, functional and communicative.
And in general, and this is the case here, the product works well. The main data scraping functionality is fast, comprehensive, and highly modular.
In other words, from data extraction pov: it’s solid.
However, the interface is really too nerdy.
For example, no automatic account synchronization.
To use the tool you must:
Really, it's too complicated.
Above all, and this is what makes us place the tool so low in this ranking: there is no email enrichment service.
It’s a big L.
❌
Developers with no need for emails.
$39/0 lead + enigmatic “usage” fees
TexAu is an Indian company, created in 2020, which offers, like PhantomBuster and lobstr.io 100+ no-code data extractors.
Among which, Linkedin Sales Navigator Leads Search Result by TexAu.
The interface is not very sexy and quite basic: we get lost quickly.
And there are references to technical elements, which does not make use any simpler.
Above all, if it is possible to collect the data quickly enough, it is impossible to get the emails.
In the data collected by the Sales Navigator Search Results scraper, we do not find the company's domain name.
And without that, no email enrichment possible.
❌
We were left hungry.
People only looking to collect data fast from Sales Navigator — but not interested by emails.
$49/1000 leads
Co-founder @ lobstr.io since 2019. Genuine data avid and lowercase aesthetic observer. Ensure you get the hot data you need.