Use these tools to scrape LinkedIn data efficiently.
By the way, we're Bardeen, we build a free AI Agent for doing repetitive tasks.
If you're into LinkedIn scraping, you might love our LinkedIn Data Scraper. It automates data extraction, lead generation, and more.
Looking for the best LinkedIn scraping tools to streamline your lead generation process? We've curated a comprehensive list of the top 11 AI web scraping tools for LinkedIn, each evaluated based on key features, pros, cons, and real user reviews. Whether you're a sales professional, recruiter, or marketer, this guide will help you find the perfect LinkedIn scraping solution to fit your needs.
From automating data extraction to enriching lead profiles and personalized outreach, these tools offer a range of capabilities to maximize your productivity. We've sorted them by popularity, functionality, and user satisfaction to make your decision easier.
In this article, you'll find detailed breakdowns of each tool, including pricing information, popular use cases, and comparisons to alternative solutions. We've scoured trusted review sites like G2 and Capterra, as well as Reddit discussions, to provide you with balanced insights from real users.
By the end of this guide, you'll have a clear understanding of the best LinkedIn scraping tools available and be equipped to choose the one that aligns with your goals and budget. AI-powered sales prospecting tools can take your LinkedIn lead generation to the next level!
Bardeen is a powerful browser extension that automates repetitive tasks, making it an excellent choice for LinkedIn scraping and outreach. With its ability to integrate with nearly all popular apps and run workflows in the cloud 24/7, Bardeen stands out as a comprehensive solution for automating LinkedIn tasks like data extraction, lead generation, and personalized messaging.
On G2, Bardeen boasts an impressive 4.9 out of 5-star rating, with 96% of users awarding it 5 stars. Reviewers praise its time-saving automation capabilities, ease of use, and affordability.
Capterra users give Bardeen an overall rating of 4.5, highlighting its practical automations and excellent customer support. A few note minor UX improvements could be made.
Across Reddit, users appreciate Bardeen's scraping features, Notion integrations, and ability to automate repetitive LinkedIn tasks. They recommend it as a great Zapier alternative, though advise caution to avoid violating LinkedIn's terms of service.
Bardeen’s pricing has been optimized for 2025 and includes the following plans:
Read why Bardeen is doubling down on AI + humans and how it can accelerate your sales cycle.
Ready to automate your workflows and maximize sales productivity? Sign up to Bardeen's free plan and experience the power of AI sales automation firsthand.
PhantomBuster is a code-free automation and data extraction tool that helps businesses generate leads, scrape audiences, and automate actions across various websites and social media platforms. With its ability to extract data from LinkedIn, Sales Navigator, Twitter, Instagram, Google Maps, and more, PhantomBuster stands out as a versatile tool for lead generation and outreach automation.
On G2, PhantomBuster has an average rating of 4.2 out of 5 stars from 41 reviews. Users praise its flexibility and ability to scale their businesses, while some express concerns about pricing and refund policies.
Capterra reviewers highlight PhantomBuster's ease of use for basic extraction needs but note limitations when it comes to less common sources and data enrichment. Some users have reported issues with the tool not functioning as expected.
A Reddit thread comparing various LinkedIn automation tools reveals mixed opinions on PhantomBuster. While some users appreciate its throttling and customization options, others question its ability to avoid detection by LinkedIn's anti-bot measures compared to other tools.
Evaboot is a smart LinkedIn Sales Navigator scraper that extracts, cleans, and enriches search results with a single click. It stands out for its ability to automatically clean data, verify leads against search filters, and find professional email addresses. These features, combined with its user-friendly Chrome extension, make Evaboot a top choice for LinkedIn scraping.
Evaboot offers several standout features:
On G2, users praise Evaboot's ability to build "clean prospecting lists you can count on" and its seamless integration with Sales Navigator. It has an average rating of 4.6 out of 5 stars from 81 reviews on Capterra.
Reddit users appreciate Evaboot's data accuracy compared to other scrapers, though some note that the email enrichment could be better. Overall, reviews suggest that Evaboot is a reliable tool for LinkedIn scraping, with some room for improvement in certain areas.
La Growth Machine is an exceptional LinkedIn automation tool that simplifies lead generation and management. Its intuitive interface and comprehensive features make it a top choice for sales, marketing, and recruitment teams looking to engage with prospects across multiple channels, including LinkedIn, email, and Twitter.
La Growth Machine offers a range of powerful features:
On G2, La Growth Machine has an impressive 4.8 out of 5 stars rating from 48 reviews. Users praise its ability to personalize messages and processes, significantly enhancing productivity.
One reviewer on Capterra highlighted La Growth Machine's exceptional sales automation capabilities, noting its ability to integrate multiple communication channels for a cohesive outreach strategy. They also appreciated the tool's advanced features and CRM integration for improved lead management.
Waalaxy is a top choice for LinkedIn automation, offering a comprehensive suite of features to streamline your outreach efforts. With its user-friendly interface and powerful automation capabilities, Waalaxy enables you to find prospects, send personalized messages, and manage your campaigns efficiently. Waalaxy's multi-channel integration, AI-powered targeting, and advanced analytics make it a standout tool in the LinkedIn automation market.
On G2, Waalaxy has an average rating of 4.6 out of 5 stars from over 500 reviews. Users praise its ease of use, automation capabilities, and helpful customer support.
Capterra reviewers give Waalaxy an overall rating of 4.5, highlighting its intuitive interface and effectiveness for lead generation. A few users noted minor UX improvements could be made.
Reddit sentiment is generally positive, with users finding Waalaxy a powerful tool for LinkedIn automation when used responsibly. They appreciate features like the AI prospect finder and CRM integrations.
Dux-Soup is a top LinkedIn automation tool for scraping data and sending personalized outreach campaigns at scale. With its user-friendly interface, robust features, and strong user reviews, Dux-Soup stands out as an excellent choice for LinkedIn lead generation.
Dux-Soup enables you to automate LinkedIn actions like profile visits, endorsements, connection requests, and sending InMails and messages. You can set up multi-touch drip campaigns to nurture leads.
Dux-Soup's key features include:
On G2, Dux-Soup has an average rating of 4.3 out of 5 stars from 75 reviews. Users praise its ability to personalize outreach at scale.
Capterra reviewers give Dux-Soup an overall rating of 4.0. They highlight the time savings from automation and effectiveness of the drip campaigns. Some noted a learning curve and occasional performance issues.
In a highly upvoted Reddit review, a user shares that Dux-Soup has been a "game-changer" for LinkedIn lead generation. They appreciate the tool's customization options and valuable analytics, though advise being cautious not to exceed LinkedIn's limits.
Lemlist is an advanced sales engagement platform that helps you find buyer-ready prospects, discover valid email addresses, and generate personalized multichannel campaigns. With Lemlist, you can automate your outreach while still maintaining a human touch, thanks to its AI-powered personalization features.
Lemlist offers several standout features:
On G2, users praise Lemlist's personalization capabilities, customer support, and ability to stand out with cold email. It has an average rating of 4.4 out of 5 stars from 244 reviews.
Capterra reviewers give Lemlist high marks for ease of use and automation features, with an overall rating of 4.3. Some noted minor UX issues.
Feedback on Reddit is mixed. Many find it a capable tool for cold email, but some express frustration with pricing, features, and deliverability guidance compared to alternatives. The sentiment is that it works well for certain use cases but has drawbacks to consider.
Octopus CRM is an all-in-one LinkedIn automation tool designed to simplify prospecting and lead generation efforts. With its ability to send personalized connection requests in bulk, mass message 1st-level connections, auto-endorse skills, and auto-view profiles, Octopus CRM helps users build customizable sales funnels to convert prospects into paying customers with ease.
Octopus CRM offers several key features:
On Capterra, users praise Octopus CRM's streamlined connectivity with LinkedIn and affordability compared to other tools. It has an overall rating of 4.0, with ease of use, features, and customer service all scoring over 4.1.
G2 reviews highlight Octopus CRM as a cost-effective alternative to competitors like Lemlist for LinkedIn-focused campaigns. Reviewers cite its ability to generate leads quickly as a top benefit. It earns a 4.5-star rating for ease of use.
Meet Alfred is an all-in-one LinkedIn automation tool that helps sales and marketing teams automate their outreach and lead generation efforts across multiple channels, including LinkedIn, email, and Twitter. With its user-friendly interface and advanced features, Meet Alfred enables users to create personalized templates, manage campaigns, and track performance, making it an efficient solution for scaling B2B prospecting.
On G2, Meet Alfred has an average rating of 2.9 out of 5 stars from 23 reviews. Positive reviews praise its time-saving automation capabilities and multi-channel outreach, while negative reviews mention occasional bugs and a steep learning curve.
A Reddit user shared their experience with Meet Alfred, noting its usefulness for automating LinkedIn prospecting but also mentioning the importance of using LinkedIn Sales Navigator alongside it for optimal results.
Wiza is a powerful LinkedIn scraping tool that makes it easy to find and export verified contact information for your ideal prospects. With its ability to turn LinkedIn searches into clean lists of emails ready for outreach, Wiza streamlines the prospecting process and eliminates the need for manual data entry. The tool's real-time email verification ensures high deliverability rates, while its integration with LinkedIn Sales Navigator and Recruiter makes it a top choice for sales and recruiting teams.
On Capterra, users praise Wiza for its "simple to use" interface and CRM integration. One reviewer noted "Wiza was extremely easy to learn" and "the export feature made it very easy to compare email data."
G2 reviews highlight Wiza's LinkedIn integration as a key benefit, with one user sharing "Integration with linkedin and a nify crhome browser extension." However, some reviewers wish for more advanced automation features.
TexAu is a powerful LinkedIn automation tool that helps you find leads, verify emails, and reach out to prospects across multiple platforms. With its extensive library of over 180 automations and 50 pre-built workflows, TexAu streamlines your lead generation process, allowing you to focus on closing deals.
TexAu offers an impressive array of features:
On Capterra, TexAu has an overall rating of 4.0 out of 5. Users praise its versatility, powerful automation capabilities, and excellent customer support. However, some mention the learning curve and occasional bugs.
G2 reviewers give TexAu an average rating of 4.3 out of 5 stars, highlighting its effectiveness in automating social media marketing and lead generation. They appreciate the time-saving benefits and the ability to combine multiple tools into one platform.
With a wide variety of LinkedIn automation tools available, choosing the best one for your needs depends on several factors such as your specific use case, budget, technical expertise, and the level of automation and personalization you require.
Among the top choices, Bardeen stands out for its powerful browser extension that integrates with numerous apps and enables cloud-based workflow automation. It's an excellent choice for sales teams, recruiters, and marketers looking to streamline their LinkedIn tasks.
PhantomBuster and Evaboot are also popular options, offering code-free data extraction and lead generation capabilities across multiple platforms. PhantomBuster covers a wide range of websites and social media, while Evaboot specializes in LinkedIn Sales Navigator scraping and data enrichment.
To experience the benefits of LinkedIn automation firsthand, we recommend starting with one of these top tools. Install Bardeen's Chrome extension and sign up for a free account to explore its features. Take advantage of the 14-day free trial of premium features to unlock advanced capabilities and revolutionize your LinkedIn workflows.
By leveraging the power of automation, you can save time, generate more leads, and grow your business on LinkedIn. Choose the tool that best aligns with your goals and start optimizing your LinkedIn strategy today.
SOC 2 Type II, GDPR and CASA Tier 2 and 3 certified — so you can automate with confidence at any scale.
