Likes and Dislikes Tell You Nothing. Comments Tell You Everything.
See how viewers actually feel — not a thumbs up/down ratio, but real sentiment from what they wrote. Topic-level breakdowns across video content and comments.
25 credits free • Video + comment sentiment analysis included
What Creators Say + What Viewers Feel
Sentiment from two angles: the tone of the video itself and the emotional patterns in the comments. Together, the complete picture.
Video Content Sentiment
- Emotional tone analysis of video content
- Key moment sentiment tracking
- Topic-based sentiment breakdown
- Content positivity/negativity scores
Audience Reaction Sentiment
- Community sentiment patterns
- Audience emotional responses
- Engagement quality indicators
- Brand perception tracking
Patterns you can't see from a comment section
Emotional trends, topic-level sentiment, and engagement quality — structured from raw comments
Emotion Patterns
Track emotional peaks and valleys throughout video content and audience responses.
Trend Analysis
Identify sentiment trends over time and predict audience engagement patterns.
Quality Scoring
Assess content and community health with comprehensive sentiment quality metrics.
Who uses this
Brand Monitoring
Track brand sentiment across YouTube content and community discussions in real-time.
Content Strategy
Optimize content creation based on sentiment patterns that drive positive audience engagement.
Market Research
Analyze consumer sentiment towards products, services, and industry trends through authentic discussions.
Enhance your analysis
Combine sentiment analysis with our other YouTube intelligence tools
Go beyond likes and dislikes
See what viewers actually think about the content — in their own words, organized by topic.