Qurutu

Qurutu turns YouTube into an actual learning tool instead of a rabbit hole. You type what you want to learn — anything from "become an AI engineer" to "how investing works" — and it builds a step-by-step playlist, picking the single best video for each stage and ordering them beginner to advanced. No more opening ten tabs and guessing which video is worth your time. It's for anyone trying to learn something off YouTube without losing an evening to recommendation-rabbit-holing — students, career-switchers, hobbyists, people upskilling on the side. What makes it different is that it's not a search engine or a playlist of suggestions — it's a curated path. Most people building their own YouTube playlist end up with five videos covering the same intro-level ground and nothing on the harder parts. Qurutu structures the whole arc for you, foundations to depth, so you start at step one and actually have somewhere to go next.