7-Dimension AI Comment Classification
Every YouTube comment is instantly analyzed across 7 business-critical dimensions. Powered by Claude AI, ReplyCue transforms unstructured comments into actionable intelligence — visible right in your Inbox.
How It Works
When a comment is ingested from YouTube, our AI engine runs it through all 7 classification models simultaneously.
Comment Ingested
YouTube comments are pulled via the Chrome Extension and sent to the ReplyCue backend for analysis.
AI Classifies 7 Dimensions
Claude AI analyzes each comment across all 7 dimensions simultaneously, producing confidence scores for each.
Results in Your Inbox
Classified comments appear in your dashboard Inbox with dimension tags, confidence levels, and priority routing.
Every Comment, Fully Understood
Each dimension surfaces a different type of business value hidden in your YouTube comments.
Purchase Intent
Detects buying signals like price inquiries, product comparisons, and where-to-buy questions.
“Where can I get this? Is it available on Amazon?”
Brand Sentiment
Measures positive, negative, and neutral sentiment toward your brand, products, or campaigns.
“I've been using this for 3 months and it completely changed my routine!”
Threat / Crisis
Flags potential PR crises, legal threats, boycott calls, and brand safety issues before they escalate.
“This is false advertising. I'm filing a complaint with the FTC.”
Spam / Fraud
Identifies bot comments, phishing links, fake giveaways, and promotional spam.
“FREE iPhone 15!! Click my profile link NOW 🎁🎁🎁”
User Feedback
Extracts actionable product feedback, feature requests, bug reports, and suggestions.
“Love the product but wish it had a dark mode option.”
Influencer Authenticity
Evaluates if comments reflect genuine engagement or paid/bot-driven interaction patterns.
“OMG amazing video!! Check out my channel too!!! 🔥🔥🔥”
Competitor Mentions
Tracks when competitors are mentioned, compared, or recommended in your comment sections.
“Honestly Brand X does the same thing for half the price.”
See Classifications in Your Inbox
Every comment in the Inbox displays its AI-assigned dimension tags and confidence scores, making it easy to filter and prioritize.
Where can I buy this? The price looks amazing!
This product broke after 2 days, terrible quality...
Does this work with iPhone 15? Need to know before buying
Best purchase I made this year! Highly recommend 🔥
Start Classifying Comments Today
Install the Chrome Extension and let AI analyze your YouTube comments across all 7 dimensions automatically.