AI-powered sentiment analysis, topic discovery, and audience insights — all generated from a single YouTube URL in under 30 seconds.
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Works with any YouTube video. Results in 30 seconds. No data stored for guests.
Each Community Pulse Report delivers deep, actionable insights across six dimensions.
Instant YouTube Comment Sentiment Analysis. Get a precise 1–100 sentiment score for any YouTube video in seconds. Our AI reads through hundreds of comments and distills the overall community mood into a single, easy-to-understand number — color-coded from red (negative) to green (positive).
Positive, Neutral & Negative Comment Distribution. Go beyond a single score. See the exact percentage split between positive, neutral, and negative comments displayed as a clear visual bar. Understand not just whether your audience is happy, but how divided or united they are.
Discover What Your YouTube Audience Talks About. Automatically surface the 3–7 most discussed topics in any comment section. Each topic comes with a mention count, per-topic sentiment rating, and an AI-generated summary — spot trends, concerns, and opportunities without reading thousands of comments.
Surface the Most Impactful YouTube Comments. VideoVibe identifies the standout comments that best represent the community's voice — the ones with the most likes, the most insight, or the most emotion. Each quote includes the author, like count, and an AI explanation of why it matters.
AI Narrative Analysis of YouTube Comment Sections. Get a rich, narrative analysis of the themes, patterns, and disagreements within the comment section. This isn't just data — it's a story about your community written by AI that has read every comment.
Understand Your YouTube Viewer Demographics. Learn who's watching and commenting based on language patterns, interests, and engagement style. VideoVibe builds a profile of your audience that helps you understand their demographics, motivations, and what keeps them coming back.
From YouTube URL to full Community Pulse Report in three simple steps.
Trusted by content creators, marketers, and researchers: YouTube Creators, Marketing Teams, Brand Analysts, Music Industry Professionals, Researchers, and PR Agencies.
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Everything you need to know about YouTube comment analysis with VideoVibe.
VideoVibe uses advanced AI to read and classify YouTube comments as positive, neutral, or negative. It then generates a comprehensive report including an overall sentiment score, topic analysis, notable quotes, and community insights — all in under 30 seconds.
Free users can analyze up to 100 comments per video. Pro users get up to 1,500 comments, and Elite users can analyze up to 5,000 comments per video for the most comprehensive insights.
No! You can try VideoVibe instantly without creating an account. Just paste a YouTube URL and get your first Community Pulse Report for free. Sign up to unlock more analyses and additional features.
A Community Pulse Report is VideoVibe's comprehensive analysis document. It includes a sentiment score (1–100), positive/neutral/negative breakdown, top discussion topics, notable quotes, community insights narrative, and an audience profile — everything you need to understand a video's comment section.
Every plan lets you download the raw comments as a CSV spreadsheet (one row per comment with author, text, likes, and date). Free users can also copy reports to their clipboard. Pro and Elite subscribers can additionally export analysis reports as PDF and CSV files.
A popular YouTube video can have thousands or even millions of comments. VideoVibe processes hundreds to thousands of comments in seconds, identifying patterns, sentiment trends, and key topics that would take hours to discover manually.
Try VideoVibe free — no account needed. Paste a YouTube URL and get your first Community Pulse Report in 30 seconds. No credit card required. Cancel anytime.