YouTube Engage-o-meter is a browser extension that highlights YouTube videos whose visible public engagement looks unusually low for their view count. It is an anomaly signal, not a fraud detector. The extension does not claim that a video bought views, used bots, or manipulated engagement. Videos with a parsed age under 3 days are treated as too new for normal warnings.
