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Is your AI-built product actually ready for more users?
Check the five layers that usually break after building gets fast: flow, states, system consistency, AI trust and recovery. You get a score immediately. Nothing is submitted.
01 · Flow
Can people move?02 · States
Does reality exist?03 · System
Is it one product?04 · AI Trust
Can users judge it?05 · Recovery
What happens when it misses?WHY THESE FIVE LAYERS
Fast-built products usually fail between working and dependable.
AI coding tools reduce implementation time, but they do not automatically create coherent interaction rules, complete states or justified user trust. That is why a working MVP can still feel prototype-like under real use.
The scorecard condenses the same problems covered in the Prototype Debt Map, the Agent Drift Loop and the Autonomy × Reversibility model.
If your lowest section is System, look at the Agent-Ready Design System Sprint. If it is AI Trust or Recovery, look at the AI Agent UX Sprint. If the whole flow still feels unfinished, start with Product Rescue.