In short: This online tool will extract LinkedIn profile data in bulk from people’s PUBLIC pages.
Have a look at the example results for a better idea of what kind of data you will get.
Read this again ⚠️
Our LinkedIn resume parser only exports publicly available data. If the profile restricts some of its fields through privacy settings, the bot will not be able to reach it.
The bot will parse LinkedIn profile data from people’s accounts, not from LinkedIn search results! To export LinkedIn search results, use the LinkedIn Search Scraper.
Video tutorial
Watch me explain how to scrape LinkedIn profile data in detail:
How is LinkedIn profile scraping useful?
Our fast and simple LinkedIn profile scraper can be used for multiple business-related purposes. This tool can automatically extract most of the profile's public information, including education history, work history, and many other kinds of data, which can prove very useful if you want to scout the network for experts with particular skill sets or backgrounds.
The LinkedIn profile export bot works quickly and efficiently, sparing users the trouble of manually sorting through hundreds of profiles. It saves you a great deal of time by automatically collecting pertinent data about potential employees/contractors and compiling the results in an easy-to-read table.
Additionally, the LinkedIn export profile bot enables you to scrape up to 1000 accounts per run, which is convenient if you are running a large-scale recruitment campaign or would like to consider as many candidates as possible – afterwards you may use the results during the screening process to make sure you pick the best fit LinkedIn has to offer for your position/project.
How to scrape LinkedIn profiles in bulk
- Sign up on Botster
- Go to the bot's start page
- Select the number of experiences to scrape
- Select additional details to scrape
- Enter LinkedIn profile URLs
- Click the "Start this bot" button
That's it – the resume parser LinkedIn bot has started working!
Software walkthrough
1. Open the Launch bot form.
Click on the "Start bot" button on the right-hand side of this page to open the spider's form:
2. Enter the details.
Give your "Job" a meaningful title, and optionally specify (or create) a project folder:
3. Select the number of experiences to scrape.
4. Specify which data needs to be exported.
The full list of details available for scraping includes:
- Award
- Skills
- Courses
- Patents
- Projects
- Education
- Contact Info
- Network Info
- Publications
- Certifications
- Treasury Media
- Recommendations
- Related Profiles
- Languages
- Volunteer Experiences
5. Enter LinkedIn profile URLs. The bot does not accept links from Sales Navigator!
⚠️ Each query must go on a new line:
6. Set up notifications.
Specify if you would like to receive a notification when the LinkedIn profile extractor completes the crawl:
7. Start the bot!
Click the "Start this bot" button on the right-hand side:
That's it! You will be taken to your "Jobs" section. The software is now working and will notify you once it has finished scraping LinkedIn profiles.
Data output
After the bot is done with the LinkedIn resume export, you can download your data as an Excel (XLSX), CSV or JSON file.
