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 LinkedIn Scraper 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.
(+ Top LinkedIn Scrapers for 2025 with Pros & Cons
The data collected by the LinkedIn scraper enables a more personalized approach to the prospects. With enriched profiles in CRM, teams can tailor their communication strategies more precisely and increase engagement and conversion rates. 88% of marketers say that using automation tools significantly helps them achieve their most important goals. Besides, insights from scraping can reduce the time spent on leads that don’t match, streamline sales workflow, and ultimately increase the chances of closing deals. Dux-Soup is a robust LinkedIn automation tool that takes the wrath out of prospecting and lead generation. Dripify is a cloud-based software created for sales teams, marketers, recruiters – anyone who wants to streamline and automate their LinkedIn prospecting efforts.
Method 1: Free LinkedIn Scraper
LaGrowthMachine is a sales automation tool that helps sales teams and recruiters benefit from the most advanced growth techniques without technical skills. This helps users create unique insights that usually take hours of human work. “User friendly linkedin scraper”Scrupp.com is the most amazing project management tool I have ever used.
Scraping LinkedIn in Python
Trial plan include 20 requests with all the features of the paid plans. You can also self-host our open-source package if you want to manage scaling yourself.
- Compare features, pricing, and reliability to find the perfect solution for your data needs.
- This eliminates the need to switch between multiple tools, saving you valuable time and effort.
- If you do manage to secure API access by a miracle, the data you get is limited.
- LinkedIn scrapers can be integrated with other tools to create an automated outreach process.
- One of Octoparse’s biggest advantages for LinkedIn scraping is its library of pre-built task templates.
- This means you no longer have to spend hours manually copying and pasting data from the social networking platform.
- The tool has features like image and GIF personalization, smart sequences, and integrations with other tools through Zapier, Integromat, or a custom-made webhook.
- Data scraping, is not illegal per se, but LinkedIn’s Terms of Service prohibit unauthorized scraping, including job scraping.
Method 4: Use a Cookie-based LinkedIn Scraper Tool
- This step ensures that the data you scrape on LinkedIn is directly saved to your account for further processing.
- The risk of using browser extension scrapers is dependence on browser.
- Simply put, you set up automation for LinkedIn, Twitter, Google, and other platforms to automatically extract data, surface new leads, and reach out to them.
- With this targeted approach, you can enhance your sales strategy by tailoring your outreach efforts.
- This way, outreach efforts are always based on accurate and up-to-date information.
- The platform serves various use cases such as eCommerce, social media, SERP & SEO, Ad Tech, and market research.
- 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.
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.
How to Scrape LinkedIn: 2025 Guide
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.
A Better Option: Use Bright Data to Scrape LinkedIn
It’s a 7 year old product that’s used by over 300,000 users worldwide. It’s used by salespeople who want to grow their network on LinkedIn with their ideal customers and try to convince them to get on a sales call with them. For example, if you’re a sales team, then you need this because you have activity quotas to hit. You can use their API to scrape almost anything on LinkedIn without even using your LinkedIn account. You can get all the prospects data stored straight into SalesRobot and launch a mass-messaging campaign, reaching out to every single one. Using all this additional info, you can narrow down your prospect lists to the ones closely resembling your ideal customer profile.
Profile Checker
Web scraping is more than just a technical tool—it’s a strategic asset that empowers businesses to make informed decisions, identify trends and maintain a competitive edge. By embracing ethical practices and leveraging the right tools, businesses can unlock endless possibilities in the ever-evolving data landscape. Different businesses have different requirements when it comes to data. Whereas a small recruitment agency may want to extract candidate profiles, a big corporation may need to acquire data about potential business partners or market competitors. That’s where the customization possibilities of the LinkedIn Scraper API come in.
Step 4: Use the DevTool’s Network Tab to find the hidden API
By the end of this post, you’ll know exactly which LinkedIn scraping tool is the best for your needs. However, you can still automate data collection, if you stick to LinkedIn best practices and its ethical guidelines. This approach helps minimize risks and ensures compliance with LinkedIn’s policies. LinkedIn strictly opposes data scraping and has robust measures to prevent it. Most LinkedIn scrapers can directly send the data they extract to your CRM.
Export the scraped company data to a CSV file
One aspect that needs improvement is that I’ve tried to reach out to the company for more options, but it’s too difficult because they don’t even appear on LinkedIn. This tool’s main goal is to automate sending LinkedIn messages and connection requests, but it can also export LinkedIn searches. Linked Helper is one of the oldest LinkedIn automation tools on the market.
This hack you can use to extract your competitors’ company page followers. If you export LinkedIn post commenters or likers and then reach out to them, that provides a great icebreaker for your prospecting messages. If you export LinkedIn event attendees using a tool like Phantombuster, you can import them into a CSV file with their contact information and mention of the event.
Key Features of Nimble
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.
- You can use the scraped LinkedIn data to create truly compelling email campaigns and lead-generation strategies.
- Unlock the secrets of efficient LinkedIn scraping at Scrapin.io’s blog.
- With valuable data at your fingertips, you can easily create targeted marketing campaigns and connect with potential customers.
- Using La Growth Machine as a LinkedIn URL scraper also means you’ll get actionable insights and reach your leads at the right time and place.
- Manually scraping LinkedIn company pages and professional profiles is a Sisyphean task.
- Monthly hand-picked discoveries and stories of thriving in a new world of sales marketing.
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.
- You have the option to choose if you want to work with your LinkedIn account, Sales Navigator or Recruiter account.
- Another key feature of ScrapIn is its ability to search for data in real time.
- Whether you’re looking to automate outreach on Twitter, Facebook, Instagram, or even Google Maps, PhantomBuster has got you covered.
- This step involves visiting the relevant profiles and viewing the details like education, former job titles, experience, and connections.
- Plus, many offer other exciting features like automation to help you find and connect with the right people on LinkedIn in autopilot mode.
- By scraping LinkedIn, you can streamline your sales process, increase your conversion rates, and ultimately drive revenue growth for your business.
Response times
Think of it as a robotic bouncer sifting through profiles, posts, job listings, comments, positions, job titles—you name it—to grab whatever intel you need. With a few clicks, you can scrape thousands of profiles matching criteria like job titles, skills, locations, etc. In this table, you will find all the information on the different Linkedin scraping tools we mentioned. It offers a range of features to help users gather and manage contact information efficiently. They are a generalist automation platform that offers a lot of different scrapers, including some for LinkedIn. The best part that I like about PhantomBuster is the lead generation part.
How to Scrape LinkedIn without Code
These features allow you to expand your network and reach out to potential clients, partners, or candidates more efficiently. With the right data scraping tools, you can gather large amounts of data quickly and efficiently. This means you can build a database of leads in a fraction of the time it would take to collect the data manually. The process of scraping LinkedIn involves setting up search filters based on certain criteria, such as job title, location, company name, and industry. The scraper then searches through thousands of LinkedIn profiles based on these criteria and extracts the desired data from each profile or page. This can be a time-consuming process if done manually, but with the help of a LinkedIn scraper, you can accomplish it in a matter of minutes.
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.
Proxycurl gives you access to rich B2B data from more data sources than just LinkedIn. If you’re not comfortable with coding or don’t want to deal with APIs and scripts, tools like the LinkedIn Scraper from LeadLoft are a lifesaver. They’re built for people who just want results without the technical hassle. Although LinkedIn prohibits scraping in its TOS, the enforcement is often limited to high-volume or disruptive activities.
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.
However, utilizing the Bright Data Scraping Browser allows you to overcome these obstacles, ensuring uninterrupted scraping. In this tutorial, you’ll learn how to scrape data from LinkedIn using Beautiful Soup. After you learn about the process step-by-step, you’ll also learn about the Bright Data solution that makes scraping LinkedIn much faster. Discover the top proxycurl alternatives for efficient LinkedIn scraping.