Rage Click Predictor

#What Rage Click Predictor does

Simulates thousands of confused users against your UI to predict where real ones will rage-click — before you ship.

• Simulated confusion at scale. Thousands of simulated user interactions probe your UI for click-magnets that lead nowhere.
• Dead-zone map. A concrete list of elements that look interactive but are not — ranked, so you fix the worst first.
• Pre-ship, not post-mortem. Run it on wireframes and builds before launch, instead of reading rage clicks in analytics after.
• Runs on Workers AI. Simulation runs on Cloudflare Workers AI — no tracking scripts, no user data involved.

#On the MCP surface

A predictive QA lens: the module simulates and reports, your team decides what to redesign. No production users were harmed in the making of these findings.