Best Web Scraping Tools for LinkedIn

Find and compare the best Web Scraping tools for LinkedIn in 2025

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
    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!
  • 2
    Scrupp Reviews

    Scrupp

    Scrupp

    $29 per month
    1 Rating
    Scrupp is an integrated LinkedIn solution for lead generation. This Chrome extension simplifies the data collection process, and offers key features such as: 1) Seamless Integration: Seamlessly integrates with LinkedIn Sales Navigator and LinkedIn. 2) Comprehensive Data Insights : Extracts vital company and profile details for insightful analyses. Verified Email addresses: This ensures authenticity and allows direct communication with the decision makers. 4) User-Friendly Interface: An intuitive interface that is suitable for all users. 5) Customization through Filters: Target your search for accurate results. Scrupp provides professionals and businesses with reliable LinkedIn Lead generation. Build meaningful connections, improve your strategies, and make informed decisions.
  • 3
    IGLeads.io Reviews

    IGLeads.io

    IGLeads.io

    $59.99 per month
    1 Rating
    Send out those cold emails. Prove that you are on their mind with a great deal and close more sales. Now is the time to create blog posts that provide value for your list. Promote the products that interest you and track which ones get feedback or clicks to find out what your potential customers want. We go the extra mile to ensure that each email address is accurate and valid so that you can upload it to any cold-email software platform immediately. Our team carefully checks each scraped email address, double-checking it and confirming its validity before delivering the list to your inbox.
  • 4
    ScrapeOwl Reviews

    ScrapeOwl

    ScrapeOwl

    $29 per month
    To ensure reliability and uptime, we only use the best quality residential IP addresses. Chrome instances can be run to scrape-at scale without worrying about resource usage, browser and session management. Get country-specific results from platforms that use localization to display descriptions and prices like Amazon.fr vs Amazon.ae or eBay. You can bypass web security measures by obtaining data without triggering Catpchas via Cloudflare Hcaptcha, Google recaptcha, or Cloudflare. You can get country-specific results from platforms that use localization to display descriptions and prices, such as Amazon.fr vs Amazon.ae or eBay. You can extract only the elements you need from a page, without having to parse the HTML. You can collect product descriptions, prices, and descriptions from product listing pages of e-commerce platforms. APIs can be used programmatically. This means that you can write programs to extract the data from websites you wish to parse and scrape.
  • 5
    Evaboot Reviews

    Evaboot

    Evaboot

    $49 per month
    Our Chrome Extension allows you to extract clean data and find emails in LinkedIn Sales Navigator with just one click. All your email list building tasks can be automated with Sales Navigator. Extract information from company pages and lead profiles (job, size, website, etc.). Your outreach campaigns will be automatically cleaned of names, job titles, and company names. Our algorithm verifies that your leads match your Sales Navigator search filters. Linkedin allows you to find professional emails. All emails found were server-tested to ensure that they are valid and not a catch-all. We ensure that your account does not exceed the Linkedin scraping limits. All data is extracted live from the internet. We don't resell data to our customers via databases. Connect all Sales Navigator accounts to collaborate with your team. Evaboot works only with Sales Navigator and not Linkedin Basic Search. Evaboot allows you extract both account lists and leads.
  • 6
    Piloterr Reviews

    Piloterr

    Piloterr

    €19 EUR/month
    Piloterr API rotates proxys and handles crawlers for you. Piloterr is an innovative software platform that allows forward-thinking businesses to maximize the potential of the internet. Piloterr provides you with the tools and knowledge to grow your business more quickly. We are constantly expanding our code, and creating new APIs for various search engines. You can submit a feature request to our Roadmap. We are not able build APIs for all websites for various reasons, but we always add new features where they are needed. Only successful searches are counted in your monthly searches. Cached, failed and errored searches are not counted. We are always happy and willing to help users use our API. We'll respond to your chat within one business day.
  • 7
    NetNut Reviews
    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.
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    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.
  • 9
    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.
  • 10
    Extracto.bot Reviews

    Extracto.bot

    Extracto.bot

    $8 per month
    Extracto.bot uses AI to automatically collect information from any website. It integrates with Google Sheets to allow users to extract and organize web information without complex setups. Extracto.bot is a Chrome Extension that allows users to collect data directly into Google Sheets. This streamlines the web scraping for users who are looking for efficient data extraction solutions. Extracto.bot, the world's most powerful spreadsheeting app, allows you to enter the fields that you want to collect in Google Sheets as columns. Enjoy the benefits of Google Drive. Extracto.bot has hundreds of time-saving features that will save you energy, time and mental overhead. Instantly collect sales prospecting data on LinkedIn, Facebook or directly from company websites.
  • 11
    PhantomConnect Reviews

    PhantomConnect

    PhantomConnect

    $50/month/user
    PhantomConnect is an innovative technology platform that enables businesses to automate social media interactions and streamline scraping of data. PhantomConnect is a cutting-edge technology platform that focuses on efficiency and ease-of-use. It offers a comprehensive range of features to optimize your online presence and enhance lead generation.
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    Prospeo Reviews

    Prospeo

    Prospeo

    $39/month
    Prospeo helps professionals find better leads faster, anywhere. This includes: Sales Navigator Export, bulk email finder, by uploading a company list and names, email verification system, with catch-all recovery. Our data quality is what sets us apart. Export your Sales Navigator results to a CSV with verified professional emails and boost your outreach efforts.
  • 13
    Actionbase Reviews
    Work with the Internet as if you were using your own API. Actionbase announces the SDK. Interact with top sites programmatically without worrying about complex or brittle automation scripts. Web Action SDK allows you to interact programmatically with a variety of web platforms. This SDK allows you to automate tasks, retrieve data, and perform actions directly on popular websites, just as if they were being used through a web browser. Interact with platforms such as LinkedIn, Amazon and Uber. Easy to integrate with your existing Node.js and TypeScript projects. Built with TypeScript to enhance developer experience and code quality. Perform a variety of actions from searching for items to making reservations. Each platform has a specific set of actions you can perform. LinkedIn, for example, allows you to send messages, find users and manage connections.
  • 14
    Growth Hacking Reviews
    APIs for Growth Marketers - EARLY Access Access Growth Hacking APIs and Plugins that can be embedded in your existing Growth Channels. Better Tools = Better Growth You can improve your marketing game with high-quality APIs, scrapers, automation tools and workflows. You can set up in minutes. Choose from one of our tools with simple but flexible documentation. In minutes, you can automate your marketing outreach. You can create custom workflows or integrate directly with Integromat or Zapier. Lead Generation Automate your Lead Generation. Scrape targeted websites for phone numbers, emails, social media and find out which plugins they use to segment leads. Outreach Tools. Your LinkedIn Outreach can be automated (with a tool that you trust). 100% Automated, 100% personalized, runs in the cloud Data extraction. Data Extraction. Drag n' drop Workflow Builder Integration of our APIs
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    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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