LinkedIn Scraper without limit

✅ Bright Data follows GDPR and CCPA, ensuring ethical data collection. I often spent hours looking for contacts or job listings, but I ended up with messy notes and missed opportunities. Supercharge your CRM system by enriching it with real-time LinkedIn data insights.

Profile Discovery

The data obtained through a LinkedIn scraper allows you to stay updated with the latest market trends. 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.

This intelligent tool offers various LinkedIn scraping features, supercharging lead generation, marketing, and sales campaigns.
Violating these measures can lead to severe account restrictions or even bans.
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.
It is proudly sponsored by Proxycurl, as a tip of the hat to the developers’ spirit and ingenuity.
Oxylabs is a leading proxy service provider that offers advanced web scraping solutions for businesses.
It is an AI powered talent search engine built to help sources find and hire the right talent, fast.

Is it legal to scrape LinkedIn data?

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.
Even if you need to slurp up 10 million LinkedIn profiles, their architecture scales seamlessly while smart optimization keeps everything running at peak performance.
Pricing for the API is not publicly disclosed and requires direct negotiation with LinkedIn, depending on the intended use case and volume of data access.
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.
If these limits are exceeded, LinkedIn can suspend or even terminate your account.
If your focus is on data extraction and enrichment, Proxycurl offers a comprehensive solution.
This API provides unlimited usage, allowing you to access a vast amount of data that would otherwise be unattainable due to LinkedIn’s restrictions.
You can then analyze this data to gain insights into your target audience on LinkedIn.
Some of the best LinkedIn tools for scraping LinkedIn include Dripify, Octopus CRM and PhantomBuster.

For outreach campaigns, Waalaxy and Octopus CRM are designed with this primary function in mind. 30+ different options to choose from, no wonder you might feel overwhelmed! Now, let me break it down even further by highlighting key factors you should consider when selecting the right LinkedIn scraper.

Such insight provides organizations with a competitive edge in terms of informed decision-making using actual and updated information.
However, no scraper guarantees 100% undetectability, and LinkedIn actively works to detect and block scraping.
These are referred to as the safe “Rate Limits” for LindekIn data scraping.
To avoid any confusion, make sure to keep your data organized by labeling it properly.

Fast Extraction of LinkedIn Profiles

With the right tools and smart practices, you can safely gather valuable insights on prospects, clients, and competitors within minutes. Octoparse is a powerful yet user-friendly web scraping tool designed specifically for extracting data from websites like LinkedIn without writing a single line of code. “A Game-Changer in B2B Lead Generation”Waalaxy seamlessly integrates with LinkedIn, making it a powerful extension of your LinkedIn profile. This integration allows you to access your LinkedIn contacts, view profiles, and send connection requests and messages directly through the platform.

Is Scraping Illegal on LinkedIn?

With a huge repository of professional profiles, company pages, and job postings, LinkedIn offers plenty of opportunities to gather data for prospecting and lead generation.
Now with Lyne we can quickly set-up outreach campaigns and do a lot of testing what works best.
Lemlist is a powerful cold email software and outreach automation tool to help businesses grow.
LinkedIn has strict rules that don’t allow people to collect data without their approval.
By exporting LinkedIn group members, you are to build a qualified lead list of people interested in a specific topic.
In addition to LinkedIn scraping, Captain Data integrates with various sales automation tools, which allows it to build a complex prospecting process.
LinkedIn Scraper works effectively to help you extract data instantly while saving both time and effort.
The price per credit varies from $0.0216 to $0.1 depending on your volume commitment.

Now click “Export with Evaboot”, give a name to your export, and click on export leads. Begin by setting up the initial filters, and adjust them progressively until you’re satisfied with the focus of your search. Sales Navigator offers an array of more than 30 filters, which are divided between those that pertain to companies and those that are relevant to individual professionals.

best LinkedIn scraping tools for 2025

It uses Selenium to automate interaction with LinkedIn pages, providing APIs to extract data from individual or company profiles. You can rest assured and be confident that the data collected with the help of PeopleDataLabs is reliable and can be used to drive your marketing efforts forward. 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.

LinkScrape is another open source LinkedIn scraper, designed to scrape employee names from LinkedIn using company search results.
It’s also great if you have specific scraping needs that other tools can’t address.
This could very well enable businesses to outcompete others, make better decisions, and be at their productive best in an increasingly data-driven world.
This helps with obtaining accurate professional information for sales purposes.
Web scraping has become a key tool for business intelligence (BI), empowering companies across industries to make data-driven decisions.
88% of marketers say that using automation tools significantly helps them achieve their most important goals.
By extracting data from LinkedIn profiles, you can identify potential customers and reach out to them with targeted marketing messages.

LinkedIn-API by tomquirk

Octopus CRM Linkedin profile scraper helps you quickly obtain the latest information about your prospects, making it easier to engage with them and convert them into customers. Manually extracting data from LinkedIn can be time-consuming and tedious. LinkedIn comes into play to find you the right contacts for your email lead generation efforts. You can define the type of profiles you want to access, run automated scraping queries and download an up to date list of LinkedIn profiles with all public information you needed. This enables you to find individuals with specific educational backgrounds or skills. As a result, you can expect to get access to a vast pool of professionals.

Leverage LinkedIn Data for Your Business

Basically, the top LinkedIn scraper API for you will depend on what you need and how much money you want to spend. When I started looking for the top LinkedIn Scraper API, Bright Data quickly stood out. 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.

Linkedin Sales Navigator Scraper

You’re looking for div elements with the class content-hub-entities, which hold the article listings. For each article, you extract and print the title, description, and link. This code fetches job listings from a LinkedIn search page for frontend developer positions in the United States. With a considerable number of professionals joining every day, LinkedIn tends to serve as a vast and authentic resource for data collection. 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.

Step 8: Scrape LinkedIn job 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. Coresignal might not be your typical scraper, but it does sell scraped data. They’re a major player in the industry and there’s a reason why customers prefer their service for their data solutions.

Octopus CRM also offers analytics and reporting tools, allowing you to track the performance of your campaigns and optimize your outreach efforts over time. Dripify lets you extract other important data such as the top skills, college or university names, mutual groups, and profile type of your target audiences. Plus, the tool lets you filter and sort the extracted data, making it easy to analyze and use in various applications. All the data is neatly pulled into a CSV file or directly sent to HubSpot for further use. This means you’re no longer manually scraping profiles and wasting time.

Key Features of Nimble

One of Octoparse’s biggest advantages for LinkedIn scraping is its library of pre-built task templates. And if you’re a code junkie, Bright Data has got your back with their Scraper API and code templates for popular websites. Once the recruiter has compiled a list of potential candidates, they can use LinkedIn’s messaging feature to reach out to them and measure their interest in the position. This is really good data as if someone follows a competitor on LinkedIn, you can be pretty sure that they will be interested in your products or services.

One of the strong points concerning the benefits of a LinkedIn Scraper API is its speed. Imagine having to go through hundreds, even thousands, of LinkedIn profiles to scrape information from them manually. Not only would that take hours, but much critical information can be lost due to human error. It is a Chrome extension tool that works on top of your LinkedIn account. It is a Chrome extension that allows you to use your own LinkedIn account to scrape LinkedIn.

For instance, recruiters often turn to LinkedIn to source candidates for open positions. By scraping LinkedIn for specific skills, experience levels, and educational backgrounds, recruiters can pinpoint potential candidates who match the job requirements closely. Web scraping is the automated process of extracting data from websites. This technology empowers businesses to analyze trends, refine strategies and optimize operations with minimal manual effort. However, collecting this data by hand can be time-consuming and unsuccessful.

By scraping data from LinkedIn profiles and Sales Navigator, you can gather information that you can use to segment your email lists and create targeted campaigns. 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. Its data scraping capabilities, combined with its outreach automation features, make it a powerful tool for B2B sales professionals, recruiters, and marketers. Apify is an online platform that helps developers build, deploy, and publish scraping, data extraction, and web automation tools.

Job Listings Collection by URL

Data scraping is an efficient way to collect data for processing, analysis, or presentation. Extract job listings using advanced search criteria and filters to find relevant opportunities. Update the job URLs to collect information about specific job listings. Unlike most solutions on the market, we do not use a database (neither purchased nor built up from our clients). This allows us to be systematically up to date in the information we deliver.