FITNESS PRODUCT CRITIQUE STUDIO
Make the coaching feel earned.
Pressure-test the moments where generic AI copy, unsafe confidence, and thin personalization make a promising prototype feel less human.
A polished fitness product does not sound more confident. It knows when to be specific, when to ask, when to pause, and when to bring in a person.
Current screen
Goal setup
The app asks for a goal before it has earned enough context to personalize responsibly.
Evidence confidenceMedium
ALTERNATIVES
Replace polish-by-vibes with an explicit product choice.
Compare the voice, interaction, and tradeoff together. Pretty copy without a behavioral model is still a skin.
Safety is an interruption, not a disclaimer.
If movement causes pain, dizziness, or unusual shortness of breath, stop. The coach should offer a low-pressure handoff rather than invent a diagnosis or push through.
PRIORITIZED PASS
Turn critique into the next build.
Intentional does not mean less ambitious.