YouTube Comments Analyzer is an AI-powered web tool and Chrome extension that extracts and summarizes comments from any public YouTube video, delivering sentiment analysis, key themes, and a shareable summary in seconds.
What is YouTube Comments Analyzer?
YouTube Comments Analyzer is a web application and browser extension that helps creators, marketers, and researchers quickly understand audience feedback from YouTube comments. It takes a YouTube video URL as input, analyzes hundreds to thousands of top comments using natural language processing, and outputs a structured report with sentiment scores, topic clusters, and a concise summary. The tool has analyzed over 300,000 comments with an average analysis time of under 6 seconds and a claimed 99% accuracy rate. It is available as a web app at commentsanalyzer.info/analyze and as a Chrome extension.
Key Features
- Lightning Fast Analysis: Generates comprehensive insights from hundreds of comments in under 10 seconds, saving hours of manual scrolling.
- Advanced Sentiment Analysis: Scores comments as positive, negative, or neutral and tracks overall sentiment patterns across the comment section.
- Privacy Focused: Only processes public comments from public YouTube channels; no personal data is stored.
- Chrome Extension: Available as a browser extension for one-click analysis directly from YouTube video pages.
- Works with YouTube Shorts: Supports analysis of short-form video comments as well as standard videos.
- Shareable Reports: Produces clean, digestible summaries that can be easily shared with teams or clients.
- Actionable Insights: Identifies key themes and topics that emerge from comment discussions, helping users make data-driven content decisions.
