YouTube Comment Audience Insights 1.0

About

YouTube Comment Audience Insights uses AI-powered sentiment analysis to help you understand how audiences truly feel about any YouTube video — in seconds.

Simply open any YouTube video, click the extension, and get a full breakdown of viewer sentiment based on up to 500 comments.

🔍 WHAT YOU GET:

• Sentiment Analysis — Every comment is classified as Positive, Neutral, or Negative using a machine learning model trained on real social media data.

• Comment Analysis Summary — See total comments, unique commenters, average comment length, and an overall sentiment score out of 10.

• Sentiment Pie Chart — A visual breakdown of the sentiment distribution across all analyzed comments.

• Word Cloud — Discover the most frequently used words in the comment section at a glance.

• Sentiment Trend Graph — Track how audience sentiment has shifted over time based on comment timestamps.

• Top 25 Comments — Browse the most recent comments alongside their predicted sentiment labels.

🎯WHO IS IT FOR?

• Content creators wanting to understand audience reactions
• Marketers analyzing brand perception on YouTube
• Researchers studying public opinion and social media trends
• Anyone curious about the mood behind a video's comment section

⚡ HOW IT WORKS:

1. Navigate to any YouTube video
2. Click the extension icon in your toolbar
3. Wait a few seconds while comments are fetched and analyzed
4. Explore your sentiment insights dashboard