CommentIQ

CommentIQ transforms YouTube comments into actionable insights, operating entirely within your browser for complete privacy. Key features include: • Sentiment breakdown with mood shift timeline • Topic extraction from comments • Identification of audience questions and content ideas • Powerful comment search and filtering • Trends in audience sentiment over time This tool helps content creators understand viewer reception, identify popular discussion points, and generate new video concepts directly from audience feedback. It provides a comprehensive overview of how viewers engage with content and what resonates most. Built for YouTube creators, marketers, and community managers who want deep audience understanding without compromising data privacy. All processing occurs on your device, ensuring no personal data ever leaves your browser. It's free to install and requires no account.