But before we dive into the web scraping tools list, let's talk a bit about LinkedIn data scraping.
What is LinkedIn scraping?
LinkedIn scraping, also called web data extraction, is an automated process of collecting publicly available information from LinkedIn. This is done with different LinkedIn scraping tools that simulate the human behaviour of web surfing. The data extracted with these LinkedIn Scrapers can be exported into a standardised format that is more useful for the user such as a CSV, JSON, Spreadsheet, or an API.LinkedIn data scraping could be useful for a large number of different industries, such as Information Technology, Recruiting, Freelancing, Financial Services, Marketing and Advertising, Insurance, Banking, Consulting, Online Media, etc.
Data scraping became an essential thing for any business who wants to sell their products through marketing campaigns. Some of the best examples of web scraping used for:
Market research
Price monitoring
SEO monitoring
Machine Learning / AI
Content Marketing
Lead Generation
Competitive Analysis
Reviews scraping
Job board scraping
Social media monitoring
Teaching and research
many more...
As the Internet has grown enormously and more and more businesses rely on data extraction and web automation, the need for LinkedIn scraping tools is increasing.
1. LinkedIn Lead Extractor
LinkedIn Lead Extractor is a desktop web data extraction solution that helps users extract relevant information from various types of LinkedIn profiles without coding. It enables users from a variety of industries to scrape unstructured data from LinkedIn profiles and save it in different formats including Excel, plain text, and CSV.2. LinkedIn Company Extractor
LinkedIn Company Extractor is a business data extraction tool. You can find business profiles data from LinkedIn by business name, zip code, and business profile URL. Then you can run the LinkedIn scraper in your browser and download data in CSV.3. LinkedIn Recruiter Extractor
This LinkedIn Data Extractor is specially designed for recruiters, HR managers, entrepreneurs, and business owners to get the best candidates data from LinkedIn Recruiter for hiring the best candidate for the best position. LinkedIn Profile Scraper searches for candidates on LinkedIn Recruiter and extract data from their LinkedIn profiles such as email address, phone number, working history, skills, etc.Scrapes any LinkedIn Recruiter profiles in seconds
Easy to Use: no coding is required
Extract emails, phone numbers, and other contact details from LinkedIn Recruiter
Download data in CSV, Excel, and Text file
Scheduled runs