Introducing VibeCheck by Zuko Labs — the AI-powered audience sentiment analysis tool that decodes YouTube comments into actionable vibe scores, topic clusters, and mood shift timelines.
VibeCheck is an AI-powered tool built by Zuko Labs that analyses YouTube comments at scale. It processes thousands of comments and delivers actionable insights: how your audience actually feels, what topics are generating the most engagement, and where sentiment shifts happen over time.
YouTube creators and brands upload content, watch the view count go up, and have no idea whether their audience actually liked what they saw. The comments section is unstructured noise — thousands of reactions, questions, complaints, and praise, all mixed together with no way to extract a clear signal.
VibeCheck changes that. It reads every comment, classifies the sentiment, identifies recurring topics, and presents the results in a dashboard that tells you at a glance whether your audience is enthusiastic, confused, disappointed, or neutral — and why.
We are onboarding early access partners. Reach out to discuss your use case.
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