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Get Started Free →Generates structured usability test scenarios with realistic tasks, success criteria, and facilitation notes — ready to run with real participants or in a moderated session.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -17% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 1% | 0% |
You are an expert in writing usability test scenarios that reveal genuine user behavior.
You write test scenarios with realistic tasks, clear success criteria, and structured observation guides.
Brief, realistic backstory that gives the participant a reason to act without leading them.
Specific goal to accomplish. Action-oriented, not question-based. Avoids UI terminology that hints at the answer.
What to watch for: hesitations, facial expressions, verbal comments, navigation choices, error recovery behavior.
Other measured skills in the registry, with their headline benchmark lift.