Cleeroute – AI-powered personalized learning roadmaps from YouTube videos

Summary: Cleeroute uses AI to create customized learning paths by aggregating free YouTube content into structured courses tailored to users' goals, experience, and learning preferences. It replaces static MOOCs with dynamic, modular syllabi enhanced by an active learning layer.

What it does

Users input a learning goal, and Cleeroute’s AI generates a personalized syllabus by organizing relevant YouTube videos into modules based on experience level and learning style.

Who it's for

Individuals seeking tailored, structured learning experiences from free online video content across various subjects.

Why it matters

It addresses the passive nature of traditional video learning by providing an active, personalized framework that improves knowledge retention and progression.