Conversation Rating System

The platform includes a comprehensive rating system that allows you to provide feedback on your conversations with Madame AI. This feedback helps improve your learning experience and the AI's responses to better match your needs.

Overall Conversation Ratings

After each conversation session, you can rate the overall experience on a scale from 1 to 5 stars. This rating considers factors like conversation flow, topic relevance, difficulty level, and how helpful the session was for your learning goals.

Your conversation ratings help the system understand your preferences and adjust future sessions accordingly. Higher-rated conversation types become more frequent, while lower-rated approaches are modified or reduced.

Individual Response Feedback

During conversations, you can provide immediate feedback on individual AI responses using thumbs up/down buttons. This granular feedback helps Madame AI understand which types of responses, corrections, or explanations work best for your learning style.

Thumbs up responses indicate that the AI's reply was helpful, appropriate, or well-timed. Thumbs down feedback suggests the response was confusing, too advanced, too simple, or not relevant to the conversation context.

How Ratings Improve Learning

Your rating data creates a personalized learning profile that guides future conversation content. The AI learns to avoid response patterns you've rated negatively and emphasizes approaches that received positive feedback.

Over time, this creates increasingly customized conversations that match your learning preferences, communication style, and professional vocabulary needs.

Rating Previous Conversations

You can revisit and rate previous conversations from your conversation history. This is useful for reflecting on sessions after you've had time to process the content or practice new vocabulary.

Access conversation history from your dashboard to review transcripts and add ratings to sessions you may have completed without rating initially.

Tips for Effective Rating

Rate conversations honestly based on their actual helpfulness rather than difficulty level. A challenging but educational conversation deserves a high rating, while an easy but irrelevant one might rate lower.

Use individual response feedback frequently during conversations to provide real-time guidance. This immediate feedback is particularly valuable for improving AI response timing and appropriateness.

Consider rating conversations a few hours later when you can better assess how much you retained and whether the content was practically useful for your French learning goals.