# AI Usage Analytics Tool Lets Users Track Their Chatbot Habits

Anthropic, the company behind Claude, released Claude Reflect, a new feature that analyzes your conversation history with the AI assistant. The tool works similarly to Spotify Wrapped, giving users a detailed breakdown of how they use Claude and what topics dominate their interactions.

Claude Reflect generates reports showing your most common question types, conversation frequency, and usage patterns over a set period. Users see statistics on whether they rely on Claude for coding help, writing, research, creative brainstorming, or other tasks. The feature includes visual summaries and personalized insights about your AI usage trends.

This matters for several reasons. First, it forces transparency around AI dependence. Many users adopt AI tools gradually without noticing how integrated they've become into daily work or study routines. Seeing concrete numbers on your reliance can prompt useful conversations about whether that dependency serves you well or creates blind spots in your own skills.

Second, Claude Reflect can help you optimize how you use the tool. If the data shows you're spending excessive time on repetitive tasks, you might automate them differently. If certain question types consume most of your tokens or conversations, you can refocus your AI strategy around higher-value uses.

For Claude subscribers, the feature is free and accessible through their account dashboard. Unlike Spotify Wrapped, which appears once yearly, Claude Reflect updates continuously, letting you monitor usage trends in real time.

The broader context matters here. As AI becomes more embedded in work and education, tools that measure usage patterns help users maintain intentional relationships with these systems rather than defaulting to autopilot. Claude Reflect represents a modest step toward more conscious AI adoption.