Back to KB.
TubeOrg
AI-powered YouTube content organizer designed as a micro-SaaS for heavy-learners to escape algorithmic drift.
The Challenge
YouTube's algorithm focuses on maximizing watch time rather than educating or organizing content for the user. Heavy-learners (researchers, developers, students) end up with cluttered "Watch Later" playlists and lose track of valuable educational content amid the noise.
The Solution
Created a subscription-based micro-SaaS that reorganizes YouTube consumption. It strips away algorithmic recommendations, enabling users to curate, tag, and intelligently search their saved educational videos using AI-driven context extraction.
- Algorithmic Drift Prevention
- AI-Assisted Video Categorization
- Micro-SaaS Subscription Model
Tech Stack
Next.js 14FastAPIPostgreSQLStripe & Auth