Comment Explorer

Comment Explorer - Analyze your Youtube Comments for free

Comment Explorer is a free tool designed to analyze YouTube comments to gauge audience engagement, sentiment, and topics. It appears to offer insights such as sentiment (emotional tone), subject categorization, engagement metrics (likes, comments), and a quick overview of top subjects and overall engagement for a given video. The interface hints at features like sign-up/login, search, and blog support, with example statuses like "Currently analyzing" and a sample Video ID (abc123).

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How to Use Comment Explorer

1. Enter Video ID or URL to load comments for analysis.
2. Review Analysis Dashboard to see:

• Overall audience engagement (e.g., 100 Engagement Score)
• Sentiment indicators (e.g., 😊, 😐, 😞)
• Top subjects mentioned in comments (Top subject 1, Top subject 2, Top subject 3)
• Activity metrics (Likes, Comments)

1. Explore Each Comment Section for detailed insights or questions to ask your audience (e.g., "Ask your comment section a question").
2. Sign up / Log in to save projects, revisit analyses, or access additional features.

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Insight Categories

• Sentiment: Analyzes emotional tone of comments (positive, neutral, negative)
• Subject Coverage: Identifies dominant topics mentioned by viewers (Top subject 1, 2, 3)
• Engagement Metrics: Tracks likes and number of comments per video
• Real-time Status: Indicates current analysis state (e.g., "Currently analyzing")
• Video Context: Displays current Video ID and engagement snapshot

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How It Works

• Users input a YouTube video identifier to fetch public comments.
• The tool processes comments to compute sentiment scores, topic frequencies, and engagement metrics.
• Results are presented in an at-a-glance dashboard with actionable takeaways, such as questions to pose to engage viewers.

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Safety and Privacy Considerations

• Uses publicly available comments only unless otherwise authorized by the user.
• Ensure compliance with YouTube’s terms of service and privacy guidelines when sharing or exporting comment data.

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Core Features

• Free access for analyzing YouTube comments
• Sentiment analysis (emotional tone)
• Topic/subject extraction (Top subject 1, 2, 3 referenced)
• Engagement metrics (likes, comments, overall engagement)
• Video-centric dashboard with current analysis status
• Sign-up/login for saving analyses and continued access
• Quick prompts to engage your audience (e.g., asking questions in comments)