Best Web Scraping Tools for LinkedIn
View:
Compare the Top Web Scraping Tools that integrate with LinkedIn as of October 2025
Sort By:
This a list of Web Scraping tools that integrate with LinkedIn. Use the filters on the left to add additional filters for products that have integrations with LinkedIn. View the products that work with LinkedIn in the table below.
What are Web Scraping Tools for LinkedIn?
Web scraping tools, also known as web scrapers, are software tools that enable users to scrape data from web pages. Web scraping tools are automated software scripts that extract content, images, HTML, and structured data from the web. They can navigate web pages, parse HTML content, and collect structured data for analysis or storage. Different tools offer various capabilities for handling dynamic content, automation, and large-scale data extraction. These tools are widely used for market research, competitive analysis, and data aggregation. Compare and read user reviews of the best Web Scraping tools for LinkedIn currently available using the table below. This list is updated regularly.
-
1
NetNut
NetNut
Get ready to experience unmatched control and insights with our user-friendly dashboard tailored to your needs. Monitor and adjust your proxies with just a few clicks. Track your usage and performance with detailed statistics. Our team is devoted to providing customers with proxy solutions tailored for each particular use case. Based on your objectives, a dedicated account manager will allocate fully optimized proxy pools and assist you throughout the proxy configuration process. NetNut’s architecture is unique in its ability to provide residential IPs with one-hop ISP connectivity. Our residential proxy network transparently performs load balancing to connect you to the destination URL, ensuring complete anonymity and high speed.Starting Price: $1.59/GB -
2
PhantomBuster
PhantomBuster
PhantomBuster opens a new era of lead generation. PhantomBuster is a technology company that has been disrupting data scraping and automation on the web since 2016. We offer lead generation solutions in the form of Phantoms available for over 20 categories to help you generate leads on LinkedIn, Sales Navigator, Instagram, Facebook, and Twitter. Sign up today to generate leads from all major networks & websites.Starting Price: $59.00 per month -
3
Scrupp
Scrupp
Scrupp is a seamless LinkedIn integration for unparalleled lead generation. This Chrome extension simplifies data gathering, offering key features: 1) Effortless Integration: Seamlessly operates within LinkedIn and LinkedIn Sales Navigator. 2) Comprehensive Data Insights: Extracts vital profile and company details for insightful analysis. 3) Verified Email Addresses: Ensures authenticity, enabling direct communication with decision-makers. 4) User-Friendly Design: Intuitive interface suitable for users of all levels. 5) Customization Through Filters: Tailor searches precisely for accurate, targeted results. Scrupp empowers professionals and businesses with reliable LinkedIn lead generation. Elevate strategies, make informed decisions, and build meaningful connections effortlessly.Starting Price: $29 per month -
4
ScrapeOwl
ScrapeOwl
We only use the highest quality residential IP addresses to ensure reliability and uptime. Run chrome instances to scrape-at-scale without worrying about resource usage or browser and session management. Get country-specific results for platforms that use localization to display prices and descriptions like Amazon.fr vs Amazon.ae and eBay. Circumvent web security measures by getting data without triggering Catpchas on Cloudflare, Hcaptcha, Google recaptcha. Get country-specific results for platforms that use localization to display prices and descriptions like Amazon.fr vs Amazon.ae and eBay. Extract only the elements you need from a page without needing to parse html yourself. Collect products, prices, and descriptions from product listing pages on e-commerce platforms. APIs are consumed programmatically, meaning you write a program to get the data you want from websites you want to scrape and parse.Starting Price: $29 per month -
5
Evaboot
Evaboot
Extract clean data and find emails from LinkedIn Sales Navigator in just one click with our Chrome Extension. Automate all your email lists building tasks on Sales Navigator. Extract information from lead profiles and company pages (job, website, size, etc.) Automatically clean names, job titles and company names for your outreach campaigns. Our algorithm checks if your leads really match your Sales Navigator search filters. Find professional emails using Linkedin. All the emails we found are server and tested so you know if they are valid or catch-all. We make sure your account never goes above the scraping limitations set by Linkedin. All data is extracted live on the web. We don’t use databases to resell data to our users. Connect all your Sales Navigator accounts and collaborate with your team. Evaboot only works with Sales Navigator, not Linkedin Basic search. Evaboot allows you to extract both lead and account lists or searches.Starting Price: $49 per month -
6
Piloterr
Piloterr
Piloterr API handles crawlers and rotates proxies for you. Piloterr is a software platform that enables forward-thinking companies to leverage the full potential of the web. Piloterr gives you the tools and know-how to grow your business faster. We are always expanding our code and building new APIs for different search engines. You can create a feature request on our Roadmap. We aren't able to build APIs for every websites for a variety of reasons but we do always make additions where they are needed and able to be done. Only successful requests are counted towards your monthly searches. Cached, errored and failed searches are not. We are always happy to help users to be able to use our API! You can chat us and we'll try and get back to you within a single business day.Starting Price: $49 EUR/month -
7
PhantomConnect
PhantomConnect
PhantomConnect is a desktop automation tool that streamlines repetitive online tasks across platforms like LinkedIn, Instagram, and Facebook. Using prebuilt "Phantoms," users can automate outreach, engagement, and more. With integrated AI and GPT-powered features, PhantomConnect enables smarter workflows, personalized messaging, and greater efficiency — helping users scale their online presence without complex setups.Starting Price: $15/month/user -
8
Extracto.bot
Extracto.bot
Extracto.bot is a no-configuration, intelligent web scraper that utilizes AI to automatically collect data from any website. By integrating with Google Sheets, it allows users to seamlessly extract and organize web data without the need for complex setups. As a Chrome Extension, Extracto.bot enables instant data collection directly into Google Sheets, streamlining the web scraping process for users seeking efficient data extraction solutions. Enter the fields you want to collect as columns in Google Sheets, go to the website, and click “extract.” Extracto.bot is built around the world's most powerful spreadsheeting and organization app. Enjoy the benefits of the Google Drive ecosystem. Extracto.bot is built with hundreds of smart, time-saving features designed to save you time, energy, and mental overhead. Instantly collect relevant sales prospecting data from LinkedIn, Facebook, or directly on company websites.Starting Price: $8 per month -
9
Spylead
Spylead
Spylead is a premier Google Maps email and data scraper designed to streamline the process of extracting business information. With Spylead, users can input a keyword to target local businesses in any location, from regions to specific neighborhoods. Spylead's Chrome extension allows for quick setup and bulk scraping, operating in the background without the need to keep the Google Maps tab open. Once the scraping is complete, users can access the data in their dashboard at any time, which includes business emails, names, phone numbers, addresses, categories, locations, technology lookups, reviews, average ratings, social media links, and website URLs. Additionally, Spylead enables users to apply conditional filters and download the data in CSV format, ensuring efficient management and verification of email deliverability for campaigns. Starting Price: $19 per month -
10
Prospeo
Prospeo
Prospeo enables professional to find better leads, faster, from anywhere: Sales Navigator export, bulk email finder by uploading a list of names and companies, deep email verification system with catch-all recovery, LinkedIn URL enrichment. What sets us apart is our pristine data quality. Export your Sales Navigator search result to a clean CSV, with exclusive verified professional email, and supercharge your outreach effort.Starting Price: $39/month -
11
Linkwheelie
Linkwheelie
Export Your LinkedIn Search Results, Have The Data Of Those Leads Cleaned & Formatted, Enrich Them With 100% Valid And Verified Emails , Then Transfer Directly To An Outreach Tool And Start Booking Meetings. Filter your prospects on LinkedIn Sales Navigator and use Linkwheelie to export all the leads with just one click. With waterfall enrichment, we ensure every email address you get is not just a hit, but a bullseye - 100% verified, valid, and ready for your outreach. Take results in csv directly to your CRM or email tool of choice. Effortlessly export leads from LinkedIn, including Sales Nav searches, events, group members, post interactions, company lists, and jobs. By using Linkwheelie, scrape unlimited leads from LinkedIn by surpassing more than daily limits of LinkedIn. Secure your LinkedIn integrity; Linkwheelie operates without needing your login details or session on chrome extension, ensuring your account's safety.Starting Price: $44 per month -
12
NioLeads
NioLeads
Unlock valuable leads with our advanced LinkedIn scraping, Sales Navigator Scraper, Apollo scraper, email finding, and HubSpot CRM integration tools - Professional B2B Email Finder, through the combination of search engine/public information and advanced algorithms, get more emails than other service providers. - Email verification, all emails are verified to ensure that the mailbox is authentic and available. - LinkedIn Sales Navigation export, one-click export of up to 2500 leads via browser add-on, and automatically find contact business emails. - LinkedIn Email Finder with support for exporting LinkedIn group members/event participants/post likes and commenters. - Apollo.io unlimited collection, support free Apollo accounts to break through the limit of up to 25 records to export, and automatically verify emails.Starting Price: $9/month/user -
13
Actionbase
Actionbase
Work with the internet as if it were your own API. Programmatically interact with top sites without worrying about brittle or complex automation scripts. The web action SDK is a powerful tool that allows you to interact with various web platforms programmatically. With this SDK, you can automate tasks, retrieve information, and perform actions on popular websites as if you were using them directly through a browser. Interact with various platforms like LinkedIn, Amazon, Uber, and Resy. Simple to integrate into your existing Node.js or TypeScript projects. Built with TypeScript for enhanced developer experience and code reliability. Perform a wide range of actions, from searching for items to booking reservations. Each platform offers a set of specific actions that you can perform. For example, with LinkedIn, you can send messages, search for users, and manage connections. -
14
Genieboo
Genieboo
GenieBoo helps businesses, sales teams, and marketers unlock LinkedIn’s full potential with AI-driven insights and automation. From tracking competitor followers to generating leads and automating outreach, we take the guesswork out of LinkedIn growth. Whether you're building brand visibility, hiring top talent, or scaling sales, GenieBoo makes engagement smarter and more efficient.Starting Price: $49.99/month -
15
Growth Hacking
Growth Hacking
EARLY access APIs for Growth Marketers. Access Growth Hacking APIs, Plugins & Scrapers that can be embedded into your existing Growth Channels. Better Tools, Better Growth. Step up your Marketing Game, High-Quality APIs, Scrapers, Automation Tools and Workflows to outgrow your competitors. Setup in Minutes Choose one of our Tools, with simply yet flexible documentation. You'll be automating your Marketing Outreach in minutes. Build Custom Workflows, or integrate directly with Zapier or Integromat. Lead Generation Automate your Lead Generation. Scrape targeted Websites for Phone Numbers, Emails, Social Media and check which Website Plugins they use to segment your leads. Outreach Tools. Put your LinkedIn Outreach on Autopilot (with a tool you can trust). 100% Automated, runs in the cloud and 100% personalized. Data Extraction. Extract Data from Competitors, LinkedIn, Google and almost anywhere else. Drag n' Drop Workflow Builder Integrate our APIs -
16
ReviewGators
ReviewGators
We are among the leading review scraping service and scraper API providers in the global marketplace, and we deliver customized review scraping APIs to our clients ranging from startups to enterprise level. We harness the latest technologies and tools for review data mining and assisting enterprises in getting large-scale, well-structured data from the web. -
17
IGLeads.io
IGLeads.io
It’s time to send out those cold emails, prove that you’re on their minds with a great offer and close more deals. If you have the emails from your list, now is a great time to start creating blog posts that offer them some type of value. Promote the products you’re interested in and see which ones receive feedback or clicks so that you know what your potential buyers want. We take extra steps to verify that every email address is valid and accurate so that you can seamlessly upload the list to any cold email software platform right away. Our team meticulously goes through each scraped contact one-by-one, double-checking and confirming the validity of every email address before delivering the finished list to your inbox.Starting Price: $59.99 per month
- Previous
- You're on page 1
- Next