The core problem
Standard YouTube browsing can feel like too much guesswork. Users often waste time scrolling through generic suggestions, bouncing between half-relevant videos, or trying to force natural curiosity into stiff search behavior. That friction gets worse for people who use YouTube heavily for podcasts, education, business content, interviews, news, and deep-dive topic exploration.