The TopicTutor difference
Every video plays right here. No trip to YouTube.
Results from YouTube and Vimeo are filtered for embed permission, ranked together, and dropped into one themed player. You stay in the lesson.
See a live lessonLearning shouldn’t mean ten open tabs
What you get on every topic
- An AI-written lesson split into 4–8 subtopics
- 1–2 hand-picked videos per subtopic
- Both YouTube and Vimeo, ranked by relevance
- A distraction-free player themed to match
- Shareable, SEO-friendly page for every topic
How it works
Three steps, about ten seconds
- 01
Search a keyword
“React hooks”, “thermodynamics”, “color theory” — anything you want to understand.
- 02
AI drafts the lesson
A free model breaks the topic into 4–8 subtopics with a short, factual explanation each.
- 03
Videos attach themselves
We query YouTube and Vimeo, keep only embeddable results, rank them, and drop them in.
Browse
Start from a category
Why TopicTutor
Built to stay out of your way
Structured, not a wall of text
Every topic is chunked into subtopics you can scan and jump between.
Videos embedded, always
The player is themed and on-page. You never get bounced to another site.
Only permitted embeds
Results are filtered against each platform’s embed permission before they show.
Fast and cached
Pages are server-rendered and cached, so repeat visits load instantly.
Pick something you’ve been meaning to learn
No account, no paywall. Type it in and read.
Start learning