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My Best Tools For LinkedIn Data Scraping

What Is LinkedIn Data Scraping?

The process of extracting and exporting bulk data from LinkedIn to an Excel or CSV file or local file is called LinkedIn data scraping. Data is the backbone of any business, without it no business would not exist. The data could be in the form of emails, phone numbers, ratings, reviews, videos, images, places, text, etc.

What if you wanted to make your own database from LinkedIn? You cannot build a large database from LinkedIn on a daily basis manually. To build a large database from LinkedIn, you need to scrape it from LinkedIn profiles using LinkedIn Scraping tools. You can scrape data from LinkedIn profiles and search results by using LinkedIn web scraping tools or you can hire a programmer or freelancer or a big team for this purpose.

But, using a LinkedIn scraper tool is the best, cheapest and fastest way to scrape data from LinkedIn. A LinkedIn data scraper can find information from LinkedIn by keywords, zip codes, and URLs and then can extract and export data for your targeted keywords from LinkedIn in minutes.

However, when you scrape data from LinkedIn, make sure:

  • That, you are following the terms and conditions of LinkedIn.
  • You have a reliable and easy-to-use LinkedIn Scraping Tool.
  • You don’t try to scrape private parts/information of the LinkedIn profiles.

My Best Tools For LinkedIn Scraping

Following are the best options for data scraping and exporting data from various LinkedIn profiles and search results.

  1. LinkedIn Company Extractor

Business Data Extractors can scrape any kind of business data from LinkedIn business profiles. LinkedIn offers high-quality business data for b2b marketers and freelancers free of charge but doesn’t provide any export/download option to save this data except PDF. So, you have to manually copy-paste this data from LinkedIn to Excel and it is a very boring, tiring, and time taking process. That’s where LinkedIn Company Scraper comes in handy.

You can get rid of copy-paste work and can extract and export data from LinkedIn to Excel automatically without writing a single line of code. It means, that if you are a marketer or a big organization, now you can get bulk business data from LinkedIn in minutes by using LinkedIn Contact Extractor. Just enter your keywords in the search bar of the LinkedIn Company Email Extractor and then export data from LinkedIn search results to Excel in minutes. LinkedIn Lead Generation tool can find businesses by name, zip codes, business profile URLs, and categories. You will get business email, phone number, ratings, reviews, staff, descriptions, social media links, website links, and much more from a LinkedIn business profile.

  1. LinkedIn Lead Extractor

Profile Extractor LinkedIn is another choice for marketers, freelancers, and business owners if you need to extract emails, phone numbers, and other contact details from LinkedIn user profiles. LinkedIn Email Extractor Software takes a person’s name as input and searches for data on LinkedIn for this name and then can extract and export data from the search results in minutes. Although LinkedIn Profile Scraper is perfect if you’re not a programmer, or you’re just starting with data science and LinkedIn scaring, it has its limitations. You can find and scrape data from LinkedIn for any country and industry.

  1. LinkedIn Recruiter Extractor

LinkedIn Recruiter Scraper is one of the favorite LinkedIn scraping tools by recruiters, hiring agencies, HR managers, and marketers. The reason is that it Is very user-friendly, cheap, and provides 100% accurate candidates from LinkedIn Recruiter profiles. The data is exported in Excel, Text, and CSV files for the user. LinkedIn Crawler can extract social media links, emails, phone numbers, job history, connections, and much more from LinkedIn profiles.

One of the main advantages of the LinkedIn Mobile Number Extractor is you can schedule it to scrape information from LinkedIn automatically. It also offers a wide variety of formats to save the extracted LinkedIn data from CSV, Excel to Text files.


Collecting data for multiple LinkedIn profiles and search results for marketing, and recruiting purposes is not an easy task. LinkedIn scraping could be quite time-consuming and boring if you’re doing it manually. But if you work in a company or even freelancer, you know that time is money, therefore everyone tries to find the shortcuts and reliable ways.

The good news is that these LinkedIn scraping tools don’t need any manual work and provide data in minutes in a structured usable format for targeted industries and countries from LinkedIn. If you have the right LinkedIn Lead Generation tool in your hand you can save a lot of time, money, and effort.

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