subtext

Know What Your Users Are Really Asking

Transform unstructured conversations into actionable product intelligence. Understand user intent, user sentiment, and build better AI experiences.

Subtext analytics dashboard showing conversation metrics, user intents, and recent interactions
Key Features

Product Analytics Built for Conversational AI

Our platform captures and analyzes every question your users ask, giving you unprecedented insights into how to improve your AI product.

User Behavior Analytics
Deeply parse, categorize, and analyze natural language interactions to reveal what users are trying to achieve and how they express their needs.
Insight Generation
Uncover actionable intelligence by revealing themes in user demand, tracking satisfaction trends, and pinpointing gaps in product capabilities.
Product-Focused Measurement
Move beyond surface metrics to understand user journeys, identify friction points, and measure the business impact of your AI features.
Conversation Tracking
Capture and analyze every user interaction with your AI, providing a complete history of conversations and enabling deep insights into user behavior patterns over time.
Purpose-Built for Product Teams
Designed specifically for product managers and cross-functional teams, not just for engineering, to drive faster cycles of experimentation and improvement.
Comprehensive Visibility
Get complete visibility into what users attempt, where gaps exist, and how your AI succeeds or fails in real-world contexts.

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