Complete YouTube Comment Analysis Tool
Our YouTube comment AI transforms thousands of comments into actionable insights. Advanced YouTube comment analysis features help you understand exactly what your audience thinks, feels, and wants from your content.
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YouTube Comment Sentiment Analysis & More
Advanced YouTube comment analysis tools that analyze YouTube comments for sentiment, emotions, and themes to unlock audience intelligence
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😊YouTube Comment Sentiment Analysis
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Instantly understand how your audience feels about your content with 5-tier sentiment classification from very positive to very negative.
Very Positive 45% -
🎭Emotion Detection
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Discover the 30+ emotions your audience expresses - from joy and excitement to curiosity and confusion.
😍 Love 🤔 Curiosity 🎉 Excitement -
🧠AI Theme Cards
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Automatically group similar comments into themes with AI-generated insights and explanations.
🎮 Gaming Setup Discussion127 comments discussing gaming equipment and setup recommendations
Advanced analytics for serious creators
Go beyond basic metrics with deep audience intelligence
Topic Analysis
Automatically identify and track mentions of people, products, places, and topics in your comments.
Timeline Analysis
See exactly when your audience engages most and how sentiment changes throughout your videos.
Peak engagement
Highest comment activity
Sentiment shift
Audience mood changed
Multi-Channel Management
Manage multiple YouTube channels from one dashboard with team collaboration features.
Gaming Channel
145K subscribers
Tech Reviews
89K subscribers
Workspace & Collaboration
Save important insights, add notes, and collaborate with your team on content strategy.
Find exactly what you're looking for
Powerful filtering and search capabilities to dive deep into your audience insights
Smart Filtering
Filter by sentiment, emotions, entities, date ranges, and comment types to find specific insights.
Semantic Search
Search by meaning, not just keywords. Find comments about concepts even when different words are used.
Advanced Queries
Combine multiple filters and search criteria to create complex queries for detailed analysis.
Perfect for every type of creator
Whether you're just starting out or managing multiple channels, Heckle scales with your needs
Individual Creators
Understand your audience deeply to create content that resonates and grows your channel.
- Discover what content your audience loves
- Identify trending topics to cover
- Improve community engagement
Creator Teams
Collaborate with your team using shared insights and role-based access controls.
- Team member roles and permissions
- Shared workspace for insights
- Collaborative content planning
Agencies & Enterprises
Manage multiple client channels with enterprise-grade features and custom integrations.
- Multi-client management
- Bulk processing capabilities
- Custom integrations available
Ready to understand your audience like never before?
Join thousands of creators who are already using Heckle to make data-driven content decisions.
Free preview • Instant results • No commitment