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How to Scrape LinkedIn Using a LinkedIn Scraper: 5 methods

The suites of APIs and bulk delivery use advanced algorithms to extract valuable data from around the web, including LinkedIn. With valuable data at your fingertips, you can easily create targeted marketing campaigns and connect with potential customers. Helium Scraper is a versatile and powerful tool to extract data from any website, including LinkedIn. It allows you to scrape LinkedIn profiles based on many filters, such as keywords, location, industry, and more.

Job Listings Discovery by Keyword

They are aware that all recruiters and sales need to scrape their data. “Outbound Data without all the inputs”It’s incredibly helpful to be able to prospect directly from LinkedIn since most of my clients are fairly active on there. This way I don’t have to work through a separate data enrichment tool’s UI – I can work directly from LinkedIn. It’s also really helpful that we can update certain fields to allow us to know who is working on what account and contacts and what stage they are in.

Scrapingdog

Their main goal is to offer automation, but you can also scrape data from LinkedIn using it. Lyne.ai, or Lyne, is an AI-powered tool designed to facilitate sales personalization at scale for high-volume senders. Captain Data is a no-code platform that extracts, aggregates, and integrates data. Wiza allows you to export leads from Sales Navigator, LinkedIn, and Recruiter. LinkedIn Profile Scraper by PhantomBuster lets you scrape all the available data from LinkedIn profiles. Connecting your HubSpot CRM to PhantomBuster can automatically enrich your new contacts.

Scrape LinkedIn Company Data Using the Scraping Browser

• If you think LinkedIn scraping is tough, it’s because you are not equipped with the right tool.
• You can use their API to scrape almost anything on LinkedIn without even using your LinkedIn account.
• Automated LinkedIn scrapers help companies and solo professionals gain valuable insights for growth while saving time for more priority tasks.
• Like I prefaced earlier, LinkedIn has their very own paid API that grants access to LinkedIn’s network and professional data.
• So, it’s easier to use LinkedIn scraping tools, which provide a significant advantage by automating data collection and streamlining your marketing efforts.

If you wonder how to harness the most relevant information through scraping LinkedIn, we have got you covered. Here, we have tried to unveil the most intriguing ways to scrape LinkedIn. Modify the profile URLs and date ranges to collect posts from specific LinkedIn profiles. Jacob Kalvo, CEO of Live Proxies, a leader in residential proxy solutions. Embracing a LinkedIn Scraper API is not just about unlocking data; it’s about opening up opportunities, driving growth, and finding success in professional endeavors. These APIs are very easy to integrate or fit into the existing work cycle, whether you’re a seasoned developer or just beginning your career path.

Scrape Any Data from LinkedIn, Without Limits.

Additionally, ProspectIn allows you to target specific LinkedIn profiles based on criteria such as job title, location, and industry. Dux-Soup is a powerful LinkedIn automation tool available LinkedIn Scraper as a Chrome extension. One of its primary features is its data scraping capabilities, which enable you to extract and export valuable information from LinkedIn profiles and pages.

Sales Navigator lead lists

Bright Data’s LinkedIn Profile Scraper is a scraping API dedicated to LinkedIn public profiles. It can retrieve data such as name, about, education, interest, company, job title, experience, and more. LinkedIn company scraper offers a range of customization options to refine your searches and target specific audiences. With Derrick, you can rest assured you are collecting the right data to make informed decisions and drive your business forward. With such rich information in hand, you can create more personalized and effective marketing campaigns that resonate with your audience.

LinkedIn Sales Navigator API

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.

How to Scrape Company Data from LinkedIn?

Just map the data on a page and the platform’s algorithm will do the rest. What you get is an API that gives you real time access to the data on that website. If you are in human resources or market research for a firm, this category of LinkedIn scrapers might appeal to you. You have to file an application for access with details on how you’re going to use the data. LinkedIn carefully reviews API access applications to ensure they align with their guidelines and terms of service. The approval process can take several weeks, and there is no guarantee you will be approved.

Step 4: Use the DevTool’s Network Tab to find the hidden API

If not, there are a lot of free plans or credits offered by many tools like Octoparse, Import.io, and Proxycurl. You can get to scraping straight away, although the service might be limited and might need a paid subscription to fully unlock all the features. Bright Data is kind of unique, in the sense, it does not scrape data for you but provides proxies for your own scrapers. Its no-code data collector even allows users to bypass restrictions like CAPTCHAs and IP bans. In 2022, they launched a new line of dataset products, with variety that rivals or even exceeds that of Coresignal’s datasets.

LinkedIn search results

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.

• Coresignal might not be your typical scraper, but it does sell scraped data.
• An interesting benefit that’s very relevant to our use case is that they source their residential IPs B2B.
• And as a LinkedIn job scraper, you can use it to research potential candidates you may approach with job opportunities.
• Apart from using LinkedIn for personal use, this data-rich platform proves to be helpful in a variety of ways.
• Collect a wide range of LinkedIn data, from career history to current roles, in real-time.
• And finding the best LinkedIn scraping tool for your use case is a total head-scratcher.
• This extension captures details such as first name, company name, and LinkedIn URL and then adds them to your selected Lemlist campaign.

Dripify lets you build automated drip campaigns (or sales funnels) to nurture and engage your LinkedIn prospects on autopilot. Proxycurl is a powerful API platform to gives you programmatic access to fresh and comprehensive public data from LinkedIn. More than just a simple scraper, it’s a one-stop shop for streamlining your entire LinkedIn outreach process from start to finish. You can easily customize them or build your scraper from scratch using Apify’s user-friendly tools. With the right LinkedIn scraper, you can streamline your workflow, increase productivity, and ultimately see better results from your lead generation campaigns.

It can retrieve and parse data from profiles and companies while giving you full control, flexibility, and scalability. The main benefit is that you do not have to worry about infrastructure, proxy servers, or getting blocked. Discover the best Instant Data Scraper alternatives for effortless web scraping.

Enriching CRM with data

You have the option to choose if you want to work with your LinkedIn account, Sales Navigator or Recruiter account. A big player in the data solutions market, People Data Labs (PDL) is geared toward large-scale businesses that require enriched data for analytics, hiring, or marketing. It scrapes public LinkedIn data and works with third-party partners to get private data. Then it packages this data into datasets that customers can call using APIs. On the other hand, ZenRows is perfect for any developer who needs to scrape large amounts of data or for anyone struggling to scrape LinkedIn and bypass LinkedIn captchas.

Manual Scraping

Proxycurl offers a LinkedIn scraping API designed to extract data from LinkedIn profiles, company pages, school profiles, and job listings. Its endpoints enable users to search for companies based on specific criteria and perform additional data enrichment tasks. In short, Meet Alfred is a valuable tool for anyone looking to automate their LinkedIn lead generation and outreach efforts while saving time and effort.

In this guide, we have discussed the best way to scrape job postings in 2024. In addition, ScrapIn is legally compliant and operates within a legal framework. Hence, this API stays compliant with data protection laws including GDPR and CCPA. Install PhantomBuster’s browser extension and connect to your LinkedIn.

It requires no technical knowledge and automatically handles everything, including email and phone verification, data scraping, and even sending out email and LinkedIn messages. Leveraging your LinkedIn data not only enhances your outreach but also empowers your team with the insights needed to drive growth and build stronger connections with prospects. With this targeted approach, you can enhance your sales strategy by tailoring your outreach efforts. Segment your audience, personalize your email campaigns, or adjust your LinkedIn messaging to resonate more effectively with potential clients. Sign in to your Snov.io account or create a new one to sync the extension.

Key Features of TexAu

Unless you scrape the data that is publicly available, you don’t violate the Computer Fraud and Abuse Act (CFAA) and the Digital Millennium Copyright Act (DMCA). To successfully navigate this gray area, it is crucial to understand legal nuances and platform limitations. That’s why I’ve prepared the essential information you should know before scraping LinkedIn profiles. Open the lead’s profile, a company page, or a search results page with specific filters and launch LI Prospect Finder by clicking its icon in the top-right corner of your browser. With PhantomBuster, you can also extract lead lists from other platforms and export them directly to spreadsheets.

After testing 12 tools, we’ve got a pretty good idea of what’s worth your time. Let’s start by installing all the dependencies we’ll be using for this LinkedIn scraping project. First, create a new free ScraperAPI account to have access to our API key. As per LinkedIn’s policy, it is very clear that scraping isn’t allowed. If you’re looking for a tool that can grow with your business, Proxycurl offers a scalable API that can be integrated into various systems.

By extracting data from LinkedIn profiles, you can identify potential customers and reach out to them with targeted marketing messages. This can help you generate more leads on LinkedIn and grow your business. With the top LinkedIn scraping tools you can extract data from multiple profiles simultaneously and save it in a structured format or export it in multiple formats. This will save you time, allowing you to focus on other important tasks. Some of the best LinkedIn tools for scraping LinkedIn include Dripify, Octopus CRM and PhantomBuster. These LinkedIn data scraping tools offer advanced search filters to extract precisely what you want.

If your focus is on data extraction and enrichment, Proxycurl offers a comprehensive solution. The email finder feature in the platform is acclaimed among users, and I can see why. Lusha sells access to its huge B2B database where businesses can find verified contact details. When used wisely, LinkedIn scraping becomes a powerful asset, empowering businesses to streamline outreach, refine strategies, and make effective data-driven decisions. The legality of LinkedIn scraping occupies a gray area where technical, legal, and ethical considerations overlap. Although scraping publicly available data is not outright illegal, it may conflict with LinkedIn’s terms of service.

• Just load up the relevant template, make a few customizations if needed, and you’re ready to start scraping valuable LinkedIn data with just a few clicks.
• With this targeted approach, you can enhance your sales strategy by tailoring your outreach efforts.
• The risk of using browser extension scrapers is dependence on browser.
• This bad boy can handle high-volume data extraction like a champ, with its auto-scaling architecture.
• This way, outreach efforts are always based on accurate and up-to-date information.
• Bright Data’s LinkedIn Profile Scraper is a scraping API dedicated to LinkedIn public profiles.
• And if you need to find specific profiles or companies, Proxycurl’s got you covered with an advanced search functionality that supports boolean queries and regular expressions.

The tool employs advanced web scraping techniques to extract data from LinkedIn profiles quickly and efficiently. In addition, it offers a range of features, including viewing and downloading data samples, browning full data dictionaries, and calculating custom data prices. One of the key advantages of using Oxylabs is its ability to bypass LinkedIn’s anti-scraping measures.

A tool that standardizes public employment records to create a comprehensive HR database, Revelio Labs is perfect for HR analytics and the data services industry. It provides workforce intelligence by analyzing publicly available workforce data. You also get predictive analytics that anticipate layoffs, growth, and role-specific demand, making it ideal for corporate strategy and workforce planning. The final extension based LinkedIn scraper, Dux-Soup is a great shout if you’re looking to optimize your outreach, without using complex tools.