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What Are The Best LinkedIn Scraping Tools In 2021 For Data Collection?

Today, you can find anyone’s email addressfrom social media sites like LinkedIn, Facebook, Twitter, etc. This is made possible by specialized Web Scraping tools.
There are some LinkedIn automations tools that are designed especially for LinkedIn scraping. Powerful, compact, and capable, these LinkedIn Scraping tools implement techniques such as web scraping to find contact details from LinkedIn search results using their names and Profile URLs. Initially, this technology was limited to some large companies. But, now every small and medium-sized business is using a LinkedIn crawler to build its own email and phone number database for marketing purposes.
Here are some best LinkedIn Scrapers which you can use to find anyone’s email and phone number from LinkedIn.

1. LinkedIn Lead Extractor

With LinkedIn Lead Extractor, you can find and collect the email address, phone number, social ids, and other contact details from LinkedIn profiles of the target anytime, anywhere remotely. Upon submission of keywords, the LinkedIn Leads Finder can provide you with details such as a person’s email address, phone number, and full contact details. By using this LinkedIn Profile Extractor, you can find and scrape data from thousands of LinkedIn profiles in a day without coding.
The Best Linkedin Scraping Tools In 2021 To Get Data From Linkedin

What Are The Pros And Cons Of Using LinkedIn Leads Grabber Software?


  • You can find and scrape more than 500 profiles in a day by using it.
  • The LinkedIn Phone Number Extractor doesn’t require any coding to use it.
  • You can collect data from LinkedIn Profiles with a click of a button.
  • You can collect bulk emails and phone numbers of professionals from LinkedIn for marketing purposes.
  • · You can find and collect b2b email database, b2b phone number database from LinkedIn by using this software.
  • You can export all the extracted data in CSV, Excel, or, Text files for easy use.
  • The LinkedIn Extractor works across multiple Windows operating systems such as Windows 7, Windows 8, Windows 10, Windows XP, Windows XP, and Net Framework v4.0.
  • Cons

    It cannot find someone’s contact information that has no profile on LinkedIn.

    2. LinkedIn Company Extractor

    LinkedIn Company Finder is one of the most powerful business scraping tools that require no skill of coding to use it and you can scrape thousands of companies in a day from LinkedIn by using this LinkedIn Contact Extractor. You just need to enter the name of the company and the LinkedIn Email Extractor automatically finds the information from LinkedIn and LinkedIn Sale Navigator and then extract business email, business phone number, year established date, followers, employees, website, reviews, and much more.
    It is an online web-based business information finder software. To use LinkedIn Company Scraper, you do not need to have any special skills. That’s because the LinkedIn URL Extractor work by simply entering a company name or company LinkedIn URL in a specific dialog box. After that, you can find anyone’s contact details from LinkedIn with one click. You can use this LinkedIn scraping software from any Internet-capable device. This can be a desktop computer, laptop, or tablet.


  • It can find business emails, phone numbers, followers, connections, and much more from LinkedIn Business Profiles.
  • Moreover, you can scrape social media links from LinkedIn Business Profiles like Skype Id and messenger.
  • It provides you an accurate list of business emails and phone numbers of prospects in minimum time.
  • LinkedIn Data Extractor can find a professional email address, business email addresses, personal email addresses, mobile numbers, fax numbers, telephone numbers, and wireless phone numbers from the LinkedIn Profiles.
  • LinkedIn Contact Information Scraper provides your email and phone number lists in ready-to-use formats like CSV, Excel, or, Text files.
  • It requires zero coding to use it.
  • Cons

    The LinkedIn Web Scraper cannot find company information if it is not active on LinkedIn or has been deactivated from LinkedIn.

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