EmotionWise Social – Real-time emotional analysis of YouTube comments

Summary: EmotionWise Social uses AI to analyze emotions in YouTube comments instantly, tracking joy, anger, fear, surprise, and more. It provides a Net Sentiment Score, Intensity Scoring, Comment Quality Score, and alerts for negative sentiment spikes to help users monitor audience feelings beyond basic metrics.

What it does

The tool processes every YouTube comment in real time to identify six emotions and calculates sentiment and engagement scores. It also detects negative spikes to alert users before potential issues escalate.

Who it's for

It is designed for creators, brands, and agencies seeking deeper insight into their YouTube audience’s emotional responses.

Why it matters

EmotionWise Social addresses the gap between comment volume and emotional understanding, enabling proactive management of audience sentiment and potential PR risks.