16 LinkedIn Scraping Tools Scrape LinkedIn Contacts Like a PRO

LinkedIn Scraper

You can filter your search by location, industry, job title, or even years of experience. Businesses can, therefore, cut to the chase without the bloat of superfluous information by personalizing. As a user, this tool gives you access to real-time and well-structured information. If you don’t want to go through the hassle of scraping LinkedIn yourself, you can also buy a dataset of LinkedIn profiles directly from Brightdata starting at 2.5 per 1K records. Phantombuster can scrape data from a lot of different social media platforms such as LinkedIn, Google, Twitter (apparently it’s called X now), Instagram and more. Most tools implement techniques like random delays or IP rotation to reduce detection risk.

Fast Extraction of LinkedIn Profiles

Linked Helper 2 has you covered with custom filters to pinpoint your ideal audience, automated connection requests, and personalized follow-up messages. TexAu is a cloud-based toolbox that’s all about eliminating the tedious grunt work of generating leads and getting your outreach on autopilot. And if you need to find specific profiles or LinkedIn Scraper companies, Proxycurl’s got you covered with an advanced search functionality that supports boolean queries and regular expressions. Apify is this super handy cloud-based platform that makes web scraping, especially from LinkedIn, easy. Scrapingdog is a web scraping solution that’s built to make extracting data from LinkedIn a breeze.

Proxycurl

You should never invade a person’s privacy or indulge in malicious activities while scraping data. Therefore, always make sure to use scraping tools that respect ethical standards. It speeds up the profile extraction process, making the entire collection smoother and more informative for decision-making. Also, the customizable data solution meets the particular needs of businesses, and it has an intuitive interface that is accessible to less technical teams as well. If you’re tired of sifting through endless lists of scraping tools with no clear winner.

  • Brightdata’s LinkedIn scraper is a part of its Web Scraping IDE, with pricing plans as listed below.
  • This phantom will automatically visit the LinkedIn profiles and extract every piece of data that is publicly available.
  • Of course, behind every great outreach campaign is a solid database, which is where Linked Helper 2’s data scraping capabilities truly shine.
  • All the data scraped is displayed below and you can even choose the format.
  • You can then analyze this data to gain insights into your target audience on LinkedIn.

Key Features of Proxycurl

  • You can filter your search by location, industry, job title, or even years of experience.
  • With such rich information in hand, you can create more personalized and effective marketing campaigns that resonate with your audience.
  • Now, you can apply filters to further refine your choices and obtain specific data that meets your criteria, then click “Purchase options” to see how much it’ll cost.
  • Use LinkedIn data to sharpen your outreach strategies, focusing on key professionals and customizing engagement efforts.
  • Its data scraping capabilities, combined with its outreach automation features, make it a powerful tool for B2B sales professionals, recruiters, and marketers.
  • Also, you should be scraping LinkedIn for legitimate purposes only, such as recruitment, lead generation, or marketing.
  • The key advantage of using PeopleDataLabs as a LinkedIn scraping tool is the accuracy of the data it provides.

They use proxy servers to access LinkedIn in order to extract data, distributing requests across several IP addresses or LinkedIn profiles. To conclude, scraping data from LinkedIn tends to offer valuable data and insights that you can use to create leads and recruit professionals. So, whether you choose a LinkedIn scraper API or scrape a LinkedIn profile manually, it’s critical to collect and analyze the data responsibly.

  • After you have downloaded the Evaboot extension, just add it to Chrome.
  • The platform also has an AI robot that can work on your behalf and search for potential candidates that qualify for a job.
  • Lemlist has a cockpit management feature, which serves as a single dashboard, where you can manage your team accounts.
  • Once your scraping is done, Apify makes it effortless to store and export your fresh LinkedIn data however you need it — CSV, JSON, or Excel.
  • It scrapes public LinkedIn data and works with third-party partners to get private data.
  • So, you’ve scraped LinkedIn profiles and collected the necessary data.
  • Influencer marketing, scraping social media posts of certain influencers in your industry is key to stay up to date with the latest trends.
  • This is particularly useful for recruiters and sales professionals who need to generate leads from LinkedIn quickly.
  • This and the many other LinkedIn scrapers hosted there are built so anyone can collect data from LinkedIn, avoid blocking, and store results in the cloud.

Data Collection Approaches

This phantom will automatically visit the LinkedIn profiles and extract every piece of data that is publicly available. This free GitHub package allows scraping personal and company LinkedIn data for free. You can extract data such as LinkedIn profile URLs, education, experience, or even the interests of a person. Although this method is free, you need to be a developer with some basic skills. This step involves visiting the relevant profiles and viewing the details like education, former job titles, experience, and connections.

Trusted by Leading Data Companies

  • Dux-Soup is a robust LinkedIn automation tool that takes the wrath out of prospecting and lead generation.
  • These LinkedIn data scraping tools offer advanced search filters to extract precisely what you want.
  • LinkedIn strictly opposes data scraping and has robust measures to prevent it.
  • Sales teams can use the data to identify prospects who better match their ideal customer profile and are worth pursuing.
  • For each article, you extract and print the title, description, and link.
  • LaGrowthMachine is a sales automation tool that helps sales teams and recruiters benefit from the most advanced growth techniques without technical skills.
  • With ProspectIn’s “Safe mode” feature, you can set daily activity limits to ensure you do not exceed LinkedIn’s limits.
  • Now click “Export with Evaboot”, give a name to your export, and click on export leads.

This makes it an incredibly useful tool for businesses looking to generate leads, build targeted email lists, or conduct market research. You can export the scraped data and even load it into your marketing software to create targeted outreach campaigns and generate more leads for your business. Those are our top picks of scraping tools in 2025 for real-time data collection from LinkedIn for lead generation and email marketing. But if you haven’t found what you’re looking for, there are many LinkedIn scrapers designed for specific types of data in Apify Store. You can then use the scraped data to create targeted outreach campaigns and generate more leads for your business.

Linkedin Scrapers Final Comparaison

You can export this data directly into spreadsheets or integrate it with your favorite tools and CRMs. Bright Data’s LinkedIn Scraper is the ultimate data-mining machine for extracting every juicy bit of public data from LinkedIn. What would take weeks of manual labor can be done in minutes by a LinkedIn scraper, saving you ridiculous amounts of time and effort. Extracting insights and contact details from endless people and companies on LinkedIn is one tedious, mind-numbing task.

Scrape Any Data from LinkedIn, Without Limits.

By now, it’s clear that not all LinkedIn scraping tools are made for a single purpose. The scrapers in this category are for generating leads and discovering verified contact details, indispensable for sales and marketing professionals. By scraping LinkedIn data, companies can easily receive valuable insights to power their outreach efforts and save time using specific LinkedIn automation tools. “Powerful automation to boost your business growth”We use TexAu to extract, process, and filter data with just a few clicks of the mouse. TexAu is a powerful automation tool for marketers, sales people, and everyone in between.

LinkedIn Scraper

Is job scraping legal on LinkedIn?

With so many LinkedIn scraping tools out there, how do you know which one to choose? Fret not; we’ve done the research for you and compiled a list of the best LinkedIn scraping tools available. Whether you’re a recruiter, salesperson, or just someone looking to network, these tools will help you get the job done quickly and efficiently. The Bright Data LinkedIn Scraper API allows developers to programmatically extract public data from LinkedIn profiles, companies, job listings, and posts. This enterprise-grade solution handles complex infrastructure requirements including proxy management, request throttling, and data parsing.

LinkedIn Scraper

Scrape LinkedIn Learning

You can then export the scraped data to your database or as a spreadsheet document, such as CSV or Excel. LeadCrush lets you quickly export leads and their email addresses from LinkedIn profiles and LinkedIn Sales Navigator to Google Sheets. And just like Lemlist, this tool is highly customizable, allowing you to specify your search criteria on a variety of parameters, such as location, industry, and more. This makes it an excellent tool for businesses looking to generate leads, build targeted email lists, or conduct market research.

  • When used wisely, LinkedIn scraping becomes a powerful asset, empowering businesses to streamline outreach, refine strategies, and make effective data-driven decisions.
  • Integrate your scraped data with your CRM to centralize your lead information and streamline your workflow.
  • Additionally, the tool allows for easy data export to other platforms, such as CRM systems, making it even more convenient to use.
  • “Handy tool fo LinkedIn”The overall experience is very satisfactory as it saves a lot of time and helps in reducing reduntancy.
  • Apify is an online platform that helps developers build, deploy, and publish scraping, data extraction, and web automation tools.
  • You can also self-host our open-source package if you want to manage scaling yourself.
  • It is a Chrome extension that allows you to use your own LinkedIn account to scrape LinkedIn.

Full code: Scraping Profiles with Selenium

If you aim to scrape LinkedIn to add the data to your CRM, Surfe will be a handy tool. Expandi also provides educational resources to help users become more proficient in LinkedIn outreach. MeetAlfred (ex-Leonard) is a powerful multichannel cold outreach tool with many integrations. It also offers features to manage team efficiency and productivity, and i.

LinkedIn Scraping Tools You Have To Try in 2025 [FREE tools included]

Contact our sales team through WhatsApp, Telegram, Skype, email, or live chat.3. Clearly explain how you intend to use our proxies, including the type of product, target domains, use case, and required bandwidth. Use LinkedIn data to sharpen your outreach strategies, focusing on key professionals and customizing engagement efforts. Navigate the recruitment landscape efficiently using detailed LinkedIn data on candidates, skills, and career performance.

For anyone who values simplicity and doesn’t want to spend hours learning new tools, LeadLoft’s scraper is going to be the simplest solution. Whether you’re targeting individuals or looking to gather company data, scraping LinkedIn can be an absolute goldmine. However, it is important to consider the specifics of your operating region. In Europe, LinkedIn scraping must also follow the General Data Protection Regulation (GDPR), which includes lawful processing, transparency, and respect for individuals’ rights. Scraping publicly accessible data is generally legal if it does not harvest private information or bypass security measures.

Best Web Scraping Proxies: A Complete Guide

This helps with obtaining accurate professional information for sales purposes. Modify these search URLs to collect job listings from specific companies or search results. While manual web scraping works for small projects, it becomes increasingly challenging at scale. For reliable, efficient, and scalable LinkedIn data collection, Bright Data provides a superior solution that saves time and resources while delivering higher-quality results. Continuous monitoring systems and team education can help your company stay compliant and foster a culture of integrity.

Key Features of Dripify

You can categorize your contacts by industry, seniority, or location and, therefore, conduct more targeted marketing campaigns. Arguably, Customer Relationship Management (CRM) systems form the backbone of most businesses, helping them manage interactions with clients, leads, and partners. However, a CRM system is only as effective as the quality and relevance of the data it holds.

It’s a really cheap Chrome Extension tool and it’s used by over 40,000 users worldwide. LeadIQ is a prospecting platform for SaaS sales teams to book more meetings through better prospecting. Wiza is used by over 30,000+ businesses to create prospect lists from LinkedIn. Findymail turns Sales Navigator searches into an email list in one click.

Top 10 LinkedIn Scrapers

Another useful feature of Meet Alfred is its ability to automatically send connection requests, messages, and follow-up messages to potential leads. This allows you to automate your LinkedIn outreach efforts and generate more leads with less effort. See the benchmark methodology for evaluating the best LinkedIn scraping tools. If you are looking for a complete solution that can be integrated into any programming language or HTTP client, a LinkedIn web scraping API will be perfect.

Apart from using LinkedIn for personal use, this data-rich platform proves to be helpful in a variety of ways. To put it simply, ‘Data Scraping’ or ‘Web Scraping’ is a process of collecting and importing data from websites. Data scraping is an efficient way to collect data for processing, analysis, or presentation.

This automation not only saves time, but also ensures that you have accurate and up-to-date data to drive your marketing and outreach strategies. Additionally, LinkedIn scraping can help businesses identify potential partners, customers, and suppliers by analyzing connections between competitors and other industry players. By exporting LinkedIn group members, you are to build a qualified lead list of people interested in a specific topic. By scraping LinkedIn, you can streamline your sales process, increase your conversion rates, and ultimately drive revenue growth for your business. This information can be used to create targeted lists of potential customers for your sales team to contact.

If you want a tool that’s easy to use, LeadLoft is going to be for you. You don’t need to worry about LinkedIn’s CAPTCHA challenges or account blocks, LeadLoft takes care of it all. If you want to grow your business, LinkedIn is one of the best places to start. It’s packed with professionals, companies, and decision-makers just waiting to be part of your network.

The best LinkedIn scraper allows you to perform targeted searches based on specific criteria. LinkedIn has strict rules that don’t allow people to collect data without their approval. Breaking these rules can get you into legal trouble, such as having your account suspended or getting fined. Well, copying and pasting info from LinkedIn profiles one by one is super time-consuming. Customize the API to meet your specific LinkedIn data extraction needs.

Compare features, pricing, and reliability to find the perfect solution for your data needs. LinkedIn allows viewing 80 profiles per day with one free LinkedIn account. This limit extends to 150 profiles per day if you are using a LinkedIn sales navigator account. Once you have scraped LinkedIn data, you can use the information to make the most crucial financial decisions. The data obtained through a LinkedIn scraper allows you to stay updated with the latest market trends.

A good LinkedIn scraper can provide rich insights for businesses and professionals, especially for sales, recruitment, and market research. Thus, instead of manually gathering data, scraping LinkedIn profiles and collecting large amounts of information happens in a minimum time. They’ve got all these ready-made “scrapers” designed specifically to extract data from LinkedIn profiles, company pages, job listings, and more. This innovative software uses advanced algorithms to extract valuable data from LinkedIn and then export the data to your internal tools like Zapier or HubSpot. The tool has a simple and user-friendly interface that lets you quickly and easily extract data from LinkedIn profiles.

Linked Helper 2 is a LinkedIn automation tool with a powerful data-scraping feature. It is designed to help individuals and businesses automate their LinkedIn outreach and lead-generation efforts. Octopus CRM is an excellent tool for businesses, sales teams, and marketers looking for reliable data extraction software that also comes with LinkedIn automation features.

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