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Dev.to
7/14/2026
The original title is "I built a behavioral analytics tool for app builders — here's why and how"

The original title is "I built a behavioral analytics tool for app builders — here's why and how"

Original: I built a behavioral analytics tool for app builders — here's why and how

Short summary

AppScope is a behavioral analytics tool that auto-detects churn risk, friction points, onboarding drop-off, and dead features, then narrates findings in plain English via Claude API. Built with FastAPI, PostgreSQL, and a lightweight vanilla JS SDK (~5KB). The author launched a free beta seeking feedback from developers and founders dealing with silent user churn.

  • •Drop-in JS SDK auto-detects churn, friction, onboarding drop-off, and dead features
  • •AI layer uses Claude API to narrate insights like a product analyst would
  • •Free beta launched; built with FastAPI + PostgreSQL + vanilla JS frontend

Generated with AI, which can make mistakes.

#ai-tools#ai-agents#product-launch
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