What is this service?

This service analyzes YouTube video comments using AI to show the ratio of positive, negative, and neutral sentiments.

Enter a YouTube video URL or select a video from the trending videos list to analyze.

Are the analysis results accurate?

This service is for reference only to get a sense of comment sentiment. It's a fun tool, not a precise analysis.

YouTube Comment Sentiment Analyzer

What This Tool Does

This tool collects YouTube comments and summarizes positive, negative, and neutral ratios so users can quickly review audience mood. Results are reference signals, not absolute truth, and can change by topic, timing, and sample size.

How Analysis Works

After you enter a video or channel URL, up to 300 comments are collected and classified with a sentiment model. The output includes summary cards and filtered comment lists to support practical review.

Interpretation Notes

Always read sentiment scores together with real comment context. Irony, niche communities, and event-driven spikes can influence ratios.

Learn more: User Guide, Comment Interpretation Guide, Creator Utilization Guide

🔥 Trending Videos Now

Check out trending videos in United States!

The list below shows videos currently trending in this region. Use "Analyze Sentiment" on each card to check comment mood, or enter a channel or video URL below to analyze specific content. Creators can track reaction trends; viewers can quickly gauge public sentiment on controversial or viral videos.