Understanding the latest YouTube algorithm is vitally important for all video producer who wants to grow their presence . The sophisticated mechanism considers a broad range of metrics, including viewer retention , audience click-through, and audience satisfaction . Recently , YouTube has prioritized longer engagement periods and videos that keep v