This eliminates the need to switch between multiple tools, saving you valuable time and effort. Here are the 26 best LinkedIn scrapers and automation tools to help you streamline your lead generation efforts and export your lead lists more easily. Below are our top picks of LinkedIn scraping tools to make the process easier. Each is suited to different user needs, from developers seeking web scraping APIs to marketers in need of no-code solutions. While all of these data scrapers are reliable and safe, they have different pricing models. As such, you should make sure to research multiple tools, compare their pros and cons, and consider their prices to find the best LinkedIn scraping tool for your business.
Step 8: Scrape LinkedIn job data
- 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.
- You get data such as names, job titles, and company info—all in one go.
- Violating these measures can lead to severe account restrictions or even bans.
- It is proudly sponsored by Proxycurl, as a tip of the hat to the developers’ spirit and ingenuity.
- Apart from using LinkedIn for personal use, this data-rich platform proves to be helpful in a variety of ways.
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. Data scraping, is not illegal per se, but LinkedIn’s Terms of Service prohibit unauthorized scraping, including job scraping. By analyzing competitors’ profiles, businesses can gain insight into their strengths and weaknesses, as well as their strategies for success.
Top tools for efficient LinkedIn scraping
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. It is a trend for some data solution providers, even though I personally feel it’s more of a bother.
Why This Method is Perfect for Most People
You can connect this tool to Google Sheets or HubSpot CRM, which makes it really simple to organize and automate your lead generation. Uncover new professional connections by extracting comprehensive LinkedIn profiles, perfect for identifying industry leaders and influencers. Similarly, targeting public posts of key finance executives and investment banks will help build a “radar” for the trending industries and stocks in the financial investment world. Similarly, top technology executives and venture capital firms’ posts will help you identify emerging startups and new products in the market.
Business Intelligence Through Web Scraping
It’ll rotate IPs after every request (or as needed) and choose the right Headers based on years of statistical analysis and machine learning. With this list, now you’re equipped with the power of identifiable options. Weigh your needs and make an informed decision, because no one wants to change their providers midway. It’s just too much hassle, takes too much energy, money and messes up with your datasets. They have their plans drawn out on their website but to get the pricing details, you will have to contact them. Then, log into LinkedIn and retrieve the li_at cookie from your browser’s developer tools.
- For example, if you want to scrape all marketing directors at non profits in NYC to invite them to a particular event, then pay as you go is suited for that.
- It started as a LinkedIn messaging automation tool and then added LinkedIn cold emailing to its sequences.
- Although LinkedIn prohibits scraping in its TOS, the enforcement is often limited to high-volume or disruptive activities.
- Hence, this API stays compliant with data protection laws including GDPR and CCPA.
- If you want to scrape LinkedIn profiles one by one, you can use LinkedIn Profile Scraper.
- Linked Helper 2 has you covered with custom filters to pinpoint your ideal audience, automated connection requests, and personalized follow-up messages.
- When you scrape data from competitor profiles or pages on LinkedIn, you gain insights into their target audience and the types of content that engage them.
- Businesses must adhere to website terms of service and avoid scraping sensitive or copyrighted data.
Linkedin Profile Scraper
When you scrape data from competitor profiles or pages on LinkedIn, you gain insights into their target audience and the types of content that engage them. Plus, you’ll identify the people working at your competitor companies. For example, you can use a scraper to extract data from LinkedIn profiles and then import that data into an email marketing or CRM tool. This allows you to send targeted email campaigns to your LinkedIn connections automatically. Doing so will save you time and help you stay in touch with your network.
Key Features of Bright Data LinkedIn Scraper
LinkedIn has strict rules about scraping data from its website, and it employs several measures to prevent web scraping. Oxylabs’ advanced proxy servers allow users to bypass these measures and scrape data from profiles and pages on LinkedIn with ease. Oxylabs is a leading proxy service provider that offers advanced web scraping solutions for businesses. Its proxy servers are designed to enable businesses to scrape LinkedIn data and other website data with ease. ProspectIn allows you to automate many of your LinkedIn outreach activities, including messaging, profile visits, follow-ups, skill endorsements, and much more. One of its primary features is its LinkedIn scraping capabilities, which allow you to extract data from LinkedIn profiles and pages.
- It’s also great if you have specific scraping needs that other tools can’t address.
- LinkScrape is another open source LinkedIn scraper, designed to scrape employee names from LinkedIn using company search results.
- With Dripify, you can easily automate data extraction from LinkedIn and save time while obtaining the valuable data you need.
- This helps with obtaining accurate professional information for sales purposes.
- 88% of marketers say that using automation tools significantly helps them achieve their most important goals.
- This could very well enable businesses to outcompete others, make better decisions, and be at their productive best in an increasingly data-driven world.
- It’s packed with powerful features to ensure fast, reliable, and uninterrupted scraping from challenging websites like LinkedIn.
- By extracting data from LinkedIn profiles, you can identify potential customers and reach out to them with targeted marketing messages.
- It is the perfect tool if you’re looking to scale your LinkedIn outreach while maintaining a degree of personalization.
Best HTML Parsing Libraries for Web Scraping
You’d just need to set the profile URL, and Scrapingdog takes care of the rest. 🔍 Real-Time Data Scraping📊 Scrape large amounts of data easily.🌐 No slowdowns, runs smoothly.🤖 AI-Powered Parsing for Perfect Accuracy🔐 Keeps everything legal and ethical. So, if you want to find out more about someone’s professional background or skills on LinkedIn, this scraper can do that for you quickly and easily. ❌ Scraping large amounts of data can get expensive, even with pay-as-you-go.
Types of LinkedIn Data Scrapers
For example, you might notice hiring surges in a particular sector or identify leads based on job roles and industries aligned with your target audience. After installing the extension, you can LinkedIn Scraper scrape data on Sales Navigator and export it back to Evaboot. The tool collects basic information such as full name, company, job role, and LinkedIn profile URL and exports it as an Excel file.
Helium Scraper
- Scraped data lets you focus on people or companies that better match your ideal customer profile.
- One of the best things about it is that it offers 40 ready-made tools, called Actors, for scraping data from LinkedIn.
- However, LinkedIn limits data access, strictly forbidding scraping and making its API hard to access and highly restricted.
- Brightdata has a cloud-based LinkedIn profile scraping service that lets you scrape LinkedIn profiles, searches, jobs and more without you having to use your LinkedIn account.
- LinkedIn scrapers are designed to crawl public LinkedIn profiles and extract data from the platform, including names, job titles, company names, industries, and skills.
- Some APIs need technical skills to use, but others are easier to work with.
Once the data is extracted, it is usually stored in a database or spreadsheet format, making it easy for users to sort and analyze the information. It’s designed to collect public data like profiles, company info, job listings, and posts without you needing to worry about technical stuff like proxies or CAPTCHAs. Among its features is a LinkedIn scraper to find and extract data from relevant prospects and candidates in minutes. This can retrieve company employees, group members, event attendees, people who liked a LinkedIn post, and more. HeyReach is automation software to support agencies and marketing teams in scaling their LinkedIn outreach.
Fast Linkedin Data Extraction
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 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. This makes it an invaluable tool for sales professionals, recruiters, and marketers looking to generate leads and grow their businesses. A LinkedIn data scraping tool can be valuable for businesses looking to improve their email marketing efforts.
- Extracting insights and contact details from endless people and companies on LinkedIn is one tedious, mind-numbing task.
- For users who do not want to manually perform web scraping, Bright Data also offers an extensive LinkedIn dataset.
- The filters are awesome and have a variety of fields where you can tune your search results.
- This limit extends to 150 profiles per day if you are using a LinkedIn sales navigator account.
- This is very similar to LinkedIn Sales Navigator scraper, but instead of scraping Sales Navigator search results, it scrapes LinkedIn search.
- It scrapes public LinkedIn data and works with third-party partners to get private data.
- It’s just too much hassle, takes too much energy, money and messes up with your datasets.
How to Make a Short LinkedIn URL
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. For a straightforward, user-friendly experience, Waalaxy, Lemlist and ParseHub are designed with simplicity in mind. SeekOut combines LinkedIn data with other sources to offer a robust platform for diversity hiring, talent sourcing, and analytics. It is an AI powered talent search engine built to help sources find and hire the right talent, fast.
Cons:
According to recent research, there are more than one billion people on LinkedIn globally. Ideally, it is a marketplace for corporate connections and job opportunities. It offers unparalleled access to a vast database of professional profiles, company information, and job market insights. Brightdata has a cloud-based LinkedIn profile scraping service that lets you scrape LinkedIn profiles, searches, jobs and more without you having to use your LinkedIn account.
Top 16 LinkedIn Scraping Tools
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. Influencer marketing, scraping social media posts of certain influencers in your industry is key to stay up to date with the latest trends. For users who do not want to manually perform web scraping, Bright Data also offers an extensive LinkedIn dataset.
For those less technically inclined, no-code scrapers like ParseHub or Octoparse and browser extension-based tools like Waalaxy, Evaboot, or Octopus CRM might be more suitable. A lot of standout features in this tool, starting with the Boolean search, which allows you to combine keywords with modifiers like and, not, and or to get more relevant results. The platform also has an AI robot that can work on your behalf and search for potential candidates that qualify for a job.
Scrape LinkedIn Data at Scale
However, no scraper guarantees 100% undetectability, and LinkedIn actively works to detect and block scraping. The point-and-click interface is easy to figure out even if you don’t have any instructions or tutorials. Just copy the URL you want to scrape from, and then use the browser interface inside the platform to point and click.
