The 5 Best Software for Scraping LinkedIn Profiles in 2026

LinkedIn is an essential platform for B2B prospecting, with over a billion professional users around the world. However, manually collecting data such as names, job titles, companies, or emails can quickly become a long and tedious task. This is where LinkedIn scraping tools come into play, automating the extraction of this valuable information to boost your prospecting campaigns.

In this article, we will explore the 5 best software solutions for scraping LinkedIn profiles in 2026, with a special focus on Emelia, an all-in-one solution that stands out for its simplicity, unlimited scraping capabilities, and excellent value for money. We will also compare Emelia to popular tools like Phantom Buster, Evaboot, Surfe, and ScrapIn to help you choose the one that best meets your needs.

LinkedIn scraping involves automatically extracting data from public profiles or search results on LinkedIn. This data typically includes:

• First and last names

• Current job titles

• Companies

• Locations

• Professional experiences

• Contact details (emails, phone numbers, etc.)

For B2B marketing and sales professionals, this information is a goldmine. It enables you to generate qualified leads, personalize your messages, and improve your conversion rates. However, it is crucial to comply with LinkedIn’s terms of use as well as data protection laws, such as the GDPR in Europe or the CCPA in the United States.

Among the many solutions available, Emelia stands out as the best choice for scraping LinkedIn profiles in 2026. Designed to simplify B2B prospecting, this platform combines a powerful scraper with data enrichment and campaign automation tools. Here’s why Emelia is an indispensable option.

Emelia does more than just scrape profiles, it offers a comprehensive and intuitive experience suited for both freelancers and large companies. Here are its major strengths:

With Emelia, you can scrape an unlimited number of LinkedIn profiles for only $37/month (Start plan). Unlike many competitors who limit the number of profiles or charge per profile, Emelia gives you complete freedom even with its entry-level plan.

LinkedIn imposes a limit of 2, 500 results per search on Sales Navigator. Emelia bypasses this restriction thanks to its unique automatic segmentation feature. This allows you to scrape much larger searches while staying compliant with LinkedIn’s rules, without any risk to your account.

Emelia excels at finding professional emails, boasting a 70% success rate, well above the industry average (10-50% for most tools). You can enrich your data with verified emails and export them in CSV/Excel format or integrate them directly into your campaigns.

You don’t need to be a technical expert to use Emelia. Its interface is designed to be simple and fast: you can start a scrape or a campaign in less than three minutes. The "SPLIT" button also allows you to easily manage your completed or ongoing tasks.

Emelia uses proxy servers to secure your scraping operations and minimize the risk of being blocked by LinkedIn. The platform is also designed to comply with data protection regulations.

• An email finder to enrich your lists

• An AI action to optimize your prospecting messages

• A phone finder to obtain phone numbers

• An email verification tool to ensure the validity of your contacts

These additional features work with a flexible credit system (for example, $19 for 1, 000 credits), making Emelia even more versatile.

Emelia offers three plans tailored to different needs:

• Start Plan: $37/month - Unlimited scraping, ideal for small teams or freelancers.

• Grow Plan: $97/month - Adds management of multiple LinkedIn accounts and CRM integrations.

• Scale Plan: $297/month - Designed for large companies with high volumes and priority support.

With its unlimited scraping and integrated tools, Emelia provides exceptional value compared to competing solutions.

Emelia makes scraping LinkedIn incredibly simple thanks to its Chrome extension. Here’s a detailed, step-by-step guide to scraping profiles with Emelia:

1. Download the Emelia Chrome Extension: Visit the Chrome Web Store and add the extension to your browser with a single click. It’s fast and free. If you cannot download the extension, manually connect your LinkedIn account to Emelia.

2. Create or Log In to Your Emelia Account: If you don’t already have an account, sign up at Emelia.io. Choose the plan that suits you (Start, Grow, or Scale) and connect your LinkedIn account via the extension.

3. Conduct Your Search on LinkedIn Sales Navigator: Perform a search using your desired filters (for example, "Marketing Directors", "France", "SMEs"). The more precise your filters, the more qualified your leads will be. If you need help with your search, we have written a dedicated article on how to perform precise searches on LinkedIn.

4. Start Scraping with the Extension: Once your search is ready, click on the orange "Export with Emelia" button. Emelia will automatically begin extracting profiles to your Emelia dashboard.

5. Monitor Progress: You can follow the scraping progress in real-time on your Emelia dashboard. For large searches, the automatic segmentation feature activates to exceed the 2, 500-profile limit.

6. Enrich Your Data: Once scraping is complete, Emelia allows you to enrich profiles with emails and phone numbers. Use your credits to launch the enrichment (for example, 1 credit per email found). The enriched data is available within minutes.

7. Export or Integrate the Data into Your Campaigns: Download your lists in CSV or Excel format for external use, or integrate them directly into your prospecting campaigns on Emelia. You can even connect Emelia to your favorite CRM (available in the Grow and Scale plans).

🚀 With this smooth process, even beginners can scrape thousands of profiles in just a few clicks, while obtaining ready-to-use data for their campaigns.

Although Emelia is our top recommendation, other popular tools deserve mention. Here’s a quick comparison with Phantom Buster, Evaboot, Surfe, and ScrapIn:

Phantom Buster is a cloud-based automation tool that uses scripts to scrape LinkedIn. It stands out for its ability to automate various tasks, although this automation can sometimes seem complex. The interface is functional but is often cluttered with numerous options that may confuse new users. The learning curve is relatively steep, requiring a significant time investment. The customer support is responsive and truly helpful. Ultimately, Phantom Buster has definite strengths but suffers from operational complexity that may hold some users back.

Works without Sales Navigator, integrates with Dropcontact.

Complex configuration, pricing based on execution hours (starting at $59/month), less suited for large volumes.

Chrome extension specialized in sales navigator.

Evaboot is a Chrome extension specialized in Sales Navigator scraping. It offers a simple interface that allows you to scrape the data you need. However, processing speed can be inconsistent, which might hinder intensive campaigns. The user experience is not always smooth, and some aspects may feel a bit outdated. Customer support is responsive, and the documentation available on their site helps save time, especially for beginners. Integrations with other tools are available, which is useful for tracking your data.

Try other alternatives to Evaboot

Clean data (removes emojis), includes email verification.

Limited to 2, 500 profiles per export, expensive for high volumes (39 $/month for 1, 000 credits).

Chrome extension to integrate Linkedin into your CRM.

Surfe is a Chrome extension that integrates LinkedIn with your CRM. It features an intuitive approach with an interface that sometimes lacks dynamism. The integrated tools work well, though their effectiveness may vary depending on specific needs. The learning curve is generally smooth, although some aspects remain unclear for novice users. Data processing performance is not always consistent, which can affect the overall experience. Technical support is available, but customization options seem limited compared to other competitors. Overall, Surfe offers useful features.

Native integrations (HubSpot, Salesforce), enrichment via Dropcontact.

Less effective for mass scraping, annual pricing (minimum $31/month).

ScrapIn is a real-time LinkedIn scraping API. It is presented as a functional scraping solution, though its capabilities are somewhat limited. The interface is simple and devoid of unnecessary frills, but it lacks modernity and ergonomics for some users. Data extraction performance is acceptable without standing out for speed. The initial setup can be confusing, especially for less experienced users. Technical support meets expectations, although the provided advice can sometimes be insufficiently detailed. The documentation is available, but it could benefit from more concrete examples to aid understanding. Updates bring progressive improvements, though they do not revolutionize the tool. Integrations with other systems work correctly, albeit with some notable limitations. The overall value for money is decent, despite some aspects needing improvement.

Fresh data, GDPR/CCPA compliant.

Requires technical skills, opaque pricing.

Emelia vs. Competitors: Why Emelia Wins ✅ Unlimited Scraping: No other tool offers this at $37/month. ✅ Automatic Segmentation: Emelia easily surpasses the 2, 500-profile limit. ✅ Superior Enrichment: 70% email success rate compared to 10-50% for others. ✅ Simplicity: An interface and extension accessible to everyone.

In 2026, Emelia emerges as the best software for scraping LinkedIn profiles thanks to its unlimited scraping, ease of use, and integrated tools. Whether you’re looking to generate leads, enrich your data, or automate your campaigns, Emelia offers a complete solution at an affordable price. Compared to Phantom Buster, Evaboot, Surfe, and ScrapIn, Emelia stands out with its ability to handle large volumes, its high success rate in email enrichment, and its intuitive interface. For just $37/month, you gain access to a tool that transforms LinkedIn into an inexhaustible source of qualified prospects.