Best Web Scraping Tools for LinkedIn

Find and compare the best Web Scraping tools for LinkedIn in 2026

Use the comparison tool below to compare the top Web Scraping tools for LinkedIn on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.

  • 1
    NetNut Reviews

    NetNut

    NetNut

    $1.59/GB
    571 Ratings
    See Tool
    Learn More
    NetNut is a leading proxy service provider offering a comprehensive suite of solutions, including residential, static residential, mobile, and datacenter proxies, designed to enhance online operations and ensure top-notch performance. With access to over 85 million residential IPs across 195 countries, NetNut enables users to conduct seamless web scraping, data collection, and online anonymity with high-speed, reliable connections. Their unique architecture provides one-hop connectivity, minimizing latency and ensuring stable, uninterrupted service. NetNut's user-friendly dashboard offers real-time proxy management and insightful usage statistics, allowing for easy integration and control. Committed to customer satisfaction, NetNut provides responsive support and tailored solutions to meet diverse business needs.
  • 2
    PhantomBuster Reviews

    PhantomBuster

    PhantomBuster

    $59.00 per month
    2 Ratings
    PhantomBuster is a technology company headquartered in Paris, France, that offers data scraping and automation tools for all major websites and social media networks. Founded in 2016, we offer users quick solutions to generate leads in the form of Phantoms, Integrations, and Flows on platforms like LinkedIn, Sales Navigator, Instagram, Facebook, and Twitter. Over 150 Phantoms are waiting for you to automate your tasks to achieve your specific lead generation goals. Some of our top Phantoms include: • The LinkedIn Profile Scraper Phantom • The HubSpot CRM Enricher Phantom • The Salesforce CRM Enricher Phantom • The Pipedrive CRM Enricher Phantom • The LinkedIn Search to Lead Outreach Flow • The Google Maps Search to Contact Data Flow Find the Phantoms, Flows, or Integrations you need to fuel your growth in our Phantom Store!
  • 3
    IGLeads.io Reviews

    IGLeads.io

    IGLeads.io

    $59.99 per month
    1 Rating
    Now is the perfect opportunity to launch your cold email campaign, showcasing an enticing offer to keep your brand top-of-mind and drive more sales. If you have your email list ready, this is also an excellent chance to start crafting blog content that provides real value to your audience. By promoting the products that pique your interest, you can gauge which items attract engagement or clicks, giving you insight into your potential customers' preferences. We meticulously ensure that every email address on your list is accurate and valid, allowing for a smooth upload to any cold email software you choose. Our dedicated team thoroughly reviews each contact individually, verifying the accuracy of every email address, and guarantees that the final list is delivered to your inbox, ready for immediate use. This attention to detail not only enhances your email outreach but also increases the likelihood of successful conversions, ensuring that your marketing efforts yield the best possible results.
  • 4
    Scrupp Reviews

    Scrupp

    Scrupp

    $29 per month
    1 Rating
    Scrupp is an innovative Chrome extension that integrates flawlessly with LinkedIn for exceptional lead generation. It streamlines the process of gathering data and includes several key features: 1) Seamless Integration: It functions effortlessly within both LinkedIn and LinkedIn Sales Navigator. 2) In-Depth Data Insights: It retrieves essential details about profiles and companies for thorough analysis. 3) Verified Email Addresses: It guarantees authenticity, facilitating direct outreach to key decision-makers. 4) User-Friendly Interface: Its design is intuitive, making it accessible for users of any experience level. 5) Customizable Filters: Search parameters can be adjusted to achieve precise, targeted results. By using Scrupp, professionals and businesses can enhance their LinkedIn lead generation efforts significantly. This tool not only elevates marketing strategies but also equips users to make well-informed decisions and foster valuable connections with ease. With Scrupp, the potential for growth in networking and business opportunities is virtually limitless.
  • 5
    ScrapeOwl Reviews

    ScrapeOwl

    ScrapeOwl

    $29 per month
    We exclusively utilize top-tier residential IP addresses to guarantee both reliability and consistent uptime. Launch Chrome instances to perform large-scale scraping without concerns about resource consumption, as well as browser and session management. Obtain results tailored to specific countries for platforms that adapt content based on location, such as Amazon.fr compared to Amazon.ae and eBay. Bypass web security protocols seamlessly, acquiring data without triggering CAPTCHA challenges on platforms like Cloudflare, Hcaptcha, and Google recaptcha. Additionally, gather only the necessary elements from web pages without the hassle of manual HTML parsing. Accumulate information regarding products, prices, and descriptions from e-commerce product listing pages effortlessly. By leveraging APIs in a programmatic fashion, you can develop a customized application to retrieve the precise data you need from the websites you wish to scrape and analyze. This streamlined approach ensures efficiency and effectiveness in data collection.
  • 6
    Evaboot Reviews

    Evaboot

    Evaboot

    $49 per month
    With our Chrome Extension, effortlessly extract clean data and retrieve emails from LinkedIn Sales Navigator in a single click. It automates the process of building your email lists directly from Sales Navigator, enabling you to extract valuable details from lead profiles and company pages, such as job titles, websites, and company sizes. Our system automatically refines names, job titles, and company names to enhance your outreach efforts, ensuring that your leads align perfectly with your Sales Navigator search criteria. Additionally, we help you discover professional emails through LinkedIn, guaranteeing that all collected emails are validated and categorized as either valid or catch-all. We prioritize your account's safety by keeping your scraping activities within LinkedIn's established limits. Data extraction occurs in real time, and we do not utilize databases to resell information to our users. You can seamlessly connect multiple Sales Navigator accounts and collaborate efficiently with your team. It's important to note that Evaboot is exclusively designed for Sales Navigator, not for LinkedIn's Basic search. Moreover, Evaboot enables you to extract both lead and account lists or searches, maximizing your outreach potential and efficiency. By streamlining the entire process, we empower you to focus on what truly matters: building meaningful connections.
  • 7
    Piloterr Reviews

    Piloterr

    Piloterr

    $49 EUR/month
    Piloterr API efficiently manages crawlers and rotates proxies on your behalf. As a dynamic software platform, Piloterr empowers innovative companies to fully harness the capabilities of the internet, equipping them with essential tools and insights for accelerated business growth. Our commitment to improvement drives us to continually enhance our codebase and develop new APIs tailored for various search engines. While we encourage users to submit feature requests through our Roadmap, we recognize that it's not feasible to create APIs for every website due to various constraints; however, we diligently add new features where feasible and necessary. Only successful requests contribute to your monthly search quota, meaning that cached, errored, or failed searches do not count. We pride ourselves on providing excellent user support and encourage you to reach out via chat; we aim to respond within one business day to assist you in maximizing your experience with our API.
  • 8
    PhantomConnect Reviews

    PhantomConnect

    PhantomConnect

    $15/month/user
    PhantomConnect is an innovative technology solution that allows companies to automate their engagement on social media and simplify the process of data collection. Prioritizing user-friendliness and efficiency, PhantomConnect provides a robust array of tools aimed at boosting lead generation and improving your visibility on the internet. By leveraging these advanced features, businesses can elevate their online strategy and connect more effectively with their target audience.
  • 9
    Extracto.bot Reviews

    Extracto.bot

    Extracto.bot

    $8 per month
    Extracto.bot is an intelligent web scraper that requires no configuration and employs AI to gather data from any website effortlessly. By connecting with Google Sheets, it allows users to extract and organize web data without the hassle of complicated setups. As a Chrome Extension, Extracto.bot facilitates immediate data collection straight into Google Sheets, simplifying the web scraping experience for those seeking effective data extraction methods. Users simply input the desired fields as columns in Google Sheets, navigate to the target website, and click “extract” to capture the information. Leveraging the capabilities of the leading spreadsheet and organization platform, Extracto.bot provides the advantages of the Google Drive ecosystem. Equipped with numerous smart and time-saving features, it aims to reduce time, conserve energy, and lessen cognitive load. Instantly gather valuable sales prospecting information from platforms like LinkedIn, Facebook, or directly from company sites, making the process not only efficient but also user-friendly. This innovative tool ensures that users can focus on analysis and strategy rather than the tedious aspects of data collection.
  • 10
    Spylead Reviews

    Spylead

    Spylead

    $19 per month
    Spylead stands out as a leading tool for scraping emails and data from Google Maps, simplifying the collection of business information. Users can enter a specific keyword to effectively search for local businesses in various areas, ranging from broad regions to particular neighborhoods. The convenient Chrome extension facilitates quick installation and allows for bulk data extraction while running seamlessly in the background, negating the need to keep the Google Maps tab open. Once the extraction process is finished, users can conveniently view their collected data on a dashboard at any time, which encompasses essential details such as business emails, names, phone numbers, addresses, categories, locations, technology insights, reviews, average ratings, social media accounts, and website links. Furthermore, Spylead empowers users by offering the ability to apply conditional filters and download their findings in CSV format, thereby enhancing the efficient organization and verification of email deliverability for marketing campaigns. This comprehensive functionality makes Spylead an invaluable resource for anyone looking to optimize their outreach efforts.
  • 11
    Prospeo Reviews

    Prospeo

    Prospeo

    $39/month
    Prospeo empowers professionals to discover high-quality leads more efficiently, regardless of their location, by offering features such as Sales Navigator export, a bulk email finder that allows users to upload lists of names and companies, an advanced email verification system that includes catch-all recovery, and LinkedIn URL enrichment. Our commitment to exceptional data quality distinguishes us from competitors, enabling users to export their Sales Navigator search results into a neat CSV file that contains exclusively verified professional emails, thereby enhancing their outreach initiatives significantly. With Prospeo, you can optimize your lead generation process and achieve better results in your marketing efforts.
  • 12
    Linkwheelie Reviews

    Linkwheelie

    Linkwheelie

    $44 per month
    Export Your LinkedIn Results, Have the Data of Those Leads Formatted & Cleaned, Then Enrich Them with 100% Valid and Verified Emails, Then Transfer Them Directly To A Outreach Tool And Book Meetings. Linkwheelie exports all leads in one click after filtering your prospects using LinkedIn Sales Navigator. We ensure that every email address is 100% valid and verified with waterfall enrichment. Export leads from LinkedIn with ease, including Sales Navi searches, events, groups, post interactions, job listings, and company lists. Linkwheelie allows you to scrape unlimited LinkedIn leads by exceeding the daily LinkedIn limits. Linkwheelie protects your LinkedIn integrity. It does not require your login credentials or chrome extension session, so you can be sure that your account is safe.
  • 13
    NioLeads Reviews

    NioLeads

    NioLeads

    $9/month/user
    Our advanced LinkedIn scraping, SalesNavigator Scraper and Apollo scraper tools, as well as HubSpot CRM integration, will help you find valuable leads. Professional B2B email Finder - By combining search engine/public data and advanced algorithms to get more emails, than other service providers. Email verification: All emails are checked to ensure the mailbox is available and authentic. - Export of LinkedIn Sales Navigation, export up to 2500 contacts in one click via browser add-on and find business email addresses automatically. - LinkedIn Email Finder, with support for exporting LinkedIn event participants/group members/post likes/commenters. - Apollo.io unlimited collections, support free Apollo Accounts to break the limit of 25 records exported and automatically verify email.
  • 14
    Actionbase Reviews
    Utilize the internet as though it were your personal API, engaging with leading websites without the hassle of fragile and complicated automation scripts. The web action SDK serves as a robust tool that enables you to programmatically interact with a variety of online platforms. By employing this SDK, you can automate processes, access data, and execute actions on well-known sites as if navigating through a web browser. You can connect with different platforms such as LinkedIn, Amazon, Uber, and Resy seamlessly. It integrates effortlessly into your current Node.js or TypeScript projects, enhancing your development workflow. Designed with TypeScript, it provides an improved developer experience and ensures code dependability. You can carry out a diverse array of operations, from searching for products to making bookings. Each platform comes with its exclusive set of functions; for instance, on LinkedIn, you have the ability to send messages, search for users, and manage your connections effectively. This SDK not only simplifies web interactions but also empowers developers to focus on building innovative applications.
  • 15
    Genieboo Reviews

    Genieboo

    Genieboo

    $49.99/month
    Genieboo is a powerful tool that transforms LinkedIn into a dynamic business engine by automating the processes of lead generation, audience targeting, and competitor tracking. It is designed for sales teams, recruiters, marketers, and business owners looking to streamline their operations and drive results at scale. Genieboo offers solutions like competitor follower tracking, email enrichment, and the ability to easily upload CSV data for LinkedIn campaigns. With real-time data and actionable insights, businesses can make better decisions, engage with the right audience, and improve their overall marketing effectiveness. Plus, Genieboo’s simple pricing model and easy-to-use interface make it accessible for businesses of all sizes.
  • 16
    Growth Hacking Reviews
    Unlock exclusive access to APIs designed specifically for Growth Marketers. Utilize Growth Hacking APIs, plugins, and scrapers that seamlessly integrate into your current Growth Channels, ensuring you have the best tools for enhanced growth. Elevate your marketing efforts with high-quality APIs, scrapers, automation tools, and workflows that will help you surpass your competition. In just a few minutes, you can get started with one of our tools, guided by straightforward yet adaptable documentation that enables you to automate your marketing outreach effortlessly. Whether you want to create custom workflows or connect directly with platforms like Zapier or Integromat, we've got you covered. Streamline your lead generation process by automating the scraping of targeted websites for pertinent phone numbers, emails, and social media profiles, while also identifying which website plugins they utilize for effective lead segmentation. Our outreach tools allow you to put your LinkedIn outreach on autopilot using a trustworthy tool that guarantees complete automation, cloud functionality, and personalized interactions. Moreover, you can extract vital data from competitors, LinkedIn, Google, and nearly any other source with ease. With our intuitive drag-and-drop workflow builder, integrating our APIs into your strategy has never been simpler. Experience the transformation in your marketing initiatives and watch your growth skyrocket.
  • 17
    ReviewGators Reviews
    We are one of the leading scraper API and review scraping service providers in the global market. We provide customized scraping APIs for our clients, ranging from startups to enterprises. We use the latest technologies and tools to mine review data and assist enterprises in obtaining large-scale and well-structured web data.
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