Can you scrape LinkedIn API?

Is scraping LinkedIn hard?

No matter what you do, someone is going to do it before you can and will then likely use that information as part of their marketing, recruitment, network building and other strategies.

If they get it wrong, they'll see the LinkedIn results with negative connotations to the business.

Scraping on LinkedIn should be easy, right? But many users try to hack LinkedIn through scraping. Hack isn't the word I would use, because it doesn't imply intent of nefarious action in taking advantage of the website to gain information on your target. While a business can benefit from data scraping on this platform, the goal shouldn't be to create more accounts and profiles. Rather, we want to gather key data for our company about those people we already care about and want to get to know better.

A Scrape of LinkedIn is Not Scraping! Scraping LinkedIn from various websites, such as and may seem like cheating. In reality, scraping helps us collect data to create a bigger, more valuable list of connections to look for and reach out to. Even if your goal is to connect with more people on LinkedIn, having an updated LinkedIn contacts list is important.

The problem comes from scraping the list without permission. There is no data you aren't allowed to scrape with a legitimate purpose. However, if your scraper doesn't have a specific business value, it's unlikely that you'd be able to successfully persuade one or many decision makers to give you access, so don't expect this list to last. Here's how you scrape:

Open up a browser of choice (Chrome recommended). Enter the url below in the address bar to scrape the data.Com: Scrape the data from Use Chrome cookies to login to your LinkedIn account. Select the profile, view, friends, etc. You are currently on the Home dashboard. You can now view any LinkedIn activity that is not password protected. Simply select the button above any LinkedIn activity, and your browser should now open up to any linked pages on LinkedIn.com . You can edit it just like you would any other document.

Can you scrape LinkedIn API?

This article will guide you how to scrape the data from LinkedIn profile.

But before you start scraping the data, you should know the rules LinkedIn follows for scraping in order to respect the copyrights. These are simple rules that we follow for making our job easier:

Make sure your scraper should be white listed on LinkedIn website. If you are a new member of LinkedIn, you must wait 2 weeks until your white listed on the website. It takes time to get approved.

If you already work on LinkedIn but your application has been rejected due to you scrape your IP address without knowing the LinkedIn policy on scraping the content, you may find a different IP address when searching for content or image URL. You may even find a different IP address depending on whether or not you're a new member. It's pretty safe to say that your IP address is unique. So scrapers like ScraperWiki and Scrapy are great tools when we need to crawl the website.

ScrapperWiki is an app developed by myself. Using this great app to scrape the content, you will notice that even if it can detect the white listed scraper to prevent you to scrape the same content on LinkedIn. If not, then it will ask you to request using a new IP address everytime you scrape the same content.

Using Python ScraperWiki to scrape LinkedIn profile is so easy and clean to do this. We all know the power of the Python language. That is why most of us choose to pick python-scrapy for crawling a website. In the ScraperWiki app, LinkedIn profile are scraped into a .CSV file that is stored on Google drive with the extension of .csv. The URL format of each row looks like this ( ID here>//posts).

When running ScraperWiki app, you might have encountered an error while scraping the profile because of the maximum length limit in LinkedIn. Some user have a maximum of 200,000 followers, while others less than that. You cannot access more than 1,000 followers of each user if there are more than that. Each LinkedIn profile page contains a link to 'view profile'. Clicking on it loads profile URL, which only allows you to access up to 1,000 followers.

How to build a LinkedIn scraper?

What to use and where to look for the data?

How to integrate it? There are many options and tools available but if you don't know where to start, how to choose what tool to use?

: What to use and where to look for the data? Here are some tips on building a LinkedIn Scraper with PHP. I'm sure that someone can make a simpler version without PHP but I wanted to take the time to teach my readers how to build it in the right way using PHP.

Why is it worth it? This will help you to get a lot more followers on LinkedIn and better reach more people. A LinkedIn Scraper allows you to save a lot of time! As a freelancer or a startup owner, I can tell you that we need more clients than LinkedIn can give us. However, most people are lazy to scroll all over the website and check all the contacts they need to contact.

I know I spend too much time on this site and I'm a little sad to admit it. Yes, I can better at LinkedIn, but I am not an entrepreneur.

Let me give you an example, let's say I need to contact 100 new contacts, do you think it's better to spend one hour scrolling on LinkedIn or do you prefer a LinkedIn Scraper that lists all the contacts and I just need to click them? LinkedIn Scraper for Contact Builder. If you like my site and would like to support me, do not hesitate to use my affiliate link here: It's also possible to sign up for the Affiliate Program, you can find more information here: Now, if I want to make sure I find the perfect client for my startup, I need to do it on LinkedIn. It's very frustrating to waste time on every account and have so many contacts who are not the right audience.

For example, you might have all the right qualifications and all the right skills, but if nobody can understand your English and has any interest in your product, what's the use? Would you go for a free LinkedIn Scraper?

What is the best tool to scrape LinkedIn?

My team and I have a project that we're working on that requires the use of LinkedIn profiles.

Our client is interested in the email addresses of individuals on LinkedIn, which is why they would be of interest. However, we have limited time to complete this task. I was thinking about a solution such as Scrapinghub or similar service, but these solutions are not free. Can anyone recommend a good tool to use to scrape a LinkedIn profile? The problem is that I don't want to spend the money on a service that doesn't work as expected. Please, could you share your experiences with some tools that you have used? I have used Scraper.io in the past for some tasks that involved scraping multiple pages and I had no problems. It's easy to use and I never had any issues when using it.

If you need some data quickly and you don't mind a bit of pain, it's a good option. However, it's more than worth it for what you can get out of it.

You can easily get more than 1,000 responses from a page with just one scrape. You can do keyword searches on the profile pages and scrape those pages as well, so you don't have to scrape the whole site. The tool has some great features such as the ability to export the scraped data into your favorite tool. It can also scrape other websites as well, such as Facebook, Twitter, Reddit, etc. Overall, it's an excellent tool for getting quick and reliable data out of websites. Thanks for sharing your experience, Scott. I was wondering how Scrapinghub works for someone who is new to scraping? The concept of scraping seems to be quite a new one for me. It's interesting to know that there are tools that are useful for scrapping. I hope that I will be able to use these tools in the near future.