YouTube's search functionality has degraded from a utility-focused library into a retention-driven feed. This deep dive explores how algorithmic shifts prioritizing watch time over relevance, the intrusion of Shorts, and economic pressures have cluttered search results with unrelated content, fundamentally altering the user experience and creator strategies.