YouTube's recommendation system often surfaces the same popular content, making it hard to find niche gems. A discovery tool could help.
Build a browser extension or web app that analyzes viewing history and suggests lesser-known channels based on true interests.
Monetize through affiliate links to creator merch or Patreon, or offer premium discovery features.
Start with basic channel recommendations based on user-provided interests. The risk is limited differentiation from existing discovery tools.