Udemy Courses by Topic

Udemy topic pages list every course in a subject category - Python programming, digital marketing, data science, graphic design, and hundreds of other topics. For course creators planning their next launch, this is the competitive landscape. For training buyers, it is the selection menu.

What it extracts

• Course Topic — The primary topic or category of the course.
• Course Title — The title of the course as displayed on the topic page.
• Course Link — Direct link to the course detail page on Udemy.
• Description — The course description as shown on the listing.
• Instructor — The name of the course instructor.
• Rating — The aggregate student rating.
• Total Reviews — The total number of student reviews.
• Price — The listed course price.
• Number of Learners — Total number of students enrolled.
• Course Length — The total hours of video content.
• Number of Lectures — The total count of lectures in the course.
• Learner Level — The difficulty level (Beginner, Intermediate, Advanced, All Levels).
• Course Thumbnail — Image thumbnail for the course.
• Bestseller — Whether the course is marked as a bestseller.
• Position — The listing position on the topic page.
• Related Topic — Related topics suggested by Udemy.
• Topic Link — Link to a related topic page.

What you can do with it

• Full category overview - every course in a Udemy topic extracted with ratings, enrollments, and pricing for instant competitive analysis.
• Market sizing for online education: count courses, analyze enrollment distributions, and understand pricing tiers in any Udemy category.
• Competitive positioning: see exactly where your course (or planned course) fits within the landscape of existing offerings.
• Trend tracking by running regular extractions and monitoring how the number of courses, average ratings, and enrollment patterns shift over time.

How it works

Enter the requested input when prompted. The flow opens the target page, extracts the fields listed above, and saves them as a CSV in your home folder.

Frequently asked questions

How do I scrape Udemy courses by topic?

Navigate to any Udemy topic page, copy the URL, and paste it into this robot. It extracts every course listing with topics, titles, descriptions, ratings, enrollments, prices, course length, lectures, learner level, thumbnails, bestseller status, and related topics.

How is this different from the Udemy course detail scraper?

This scraper extracts listing-level data from an entire topic page - giving you an overview of all courses in a category. The course detail scraper goes deeper into individual course pages for curriculum, reviews, and full descriptions.

Can I scrape courses from search results?

Yes. You can also paste Udemy search result URLs. The robot extracts course listings from both topic pages and search results.

Do I need a Udemy API key?

No. This robot works without any API credentials, accessing the publicly visible Udemy pages directly.

Is this Udemy topic scraper free?

Browse AI's free plan includes credits to run this robot at no cost. Create an account without a credit card to start.

Can I compare multiple topics?

Yes. Queue URLs for different Udemy topics and all data flows into one dataset. Compare market sizes, pricing, quality, course structure, and difficulty levels across categories.