Creator guide
YouTube comment analytics for creators
Views and retention show what happened. Comments help explain why. AmberDetect samples recent public comments and groups its independent analysis into review and response queues.
Signals worth watching
- Questions can reveal missing explanations and future video ideas.
- Feedback can surface corrections, objections, and points of friction.
- Appreciation shows which examples and formats resonated.
- Fraud, spam, toxicity, and political-topic content stay separate so they can be reviewed in context.
Read the sample correctly
A public scan analyzes up to 300 recently returned comment items. It is not a claim about the complete comment section, and replies are limited to the subset returned by YouTube.
AmberDetect labels are probabilistic, independent analysis. Review the original context before moderating or drawing conclusions.
Keep exploring
See the comments that matter.
No account required for a temporary scan.