How Does the YouTube Algorithm Test Videos in the First 30 Seconds?
Early viewer behavior strongly shapes how the YouTube algorithm recommends a video. Watch time, swift drop‑offs, and immediate interactions in the first 30 seconds signal relevance and quality, influencing broader distribution. If viewers stay engaged, avoid skipping early, and show interest, the system gains confidence to recommend more widely. Designing an opening that quickly sets context and delivers clear value is the smart path to stronger recommendations.