adversarial-ux-test

Adversarial UX testing simulates frustrated, non-technical user behavior to identify hidden friction and accessibility issues in web applications. It evaluates core workflows through a difficult persona to uncover confusing terminology and navigation dead-ends.

Run an adversarial UX test by asking the agent to evaluate your product URL using a specific grumpy persona. The simulation will attempt your core onboarding flow to test error recovery and identify real-world usability bottlenecks.

Adversarial UX testing uses a mandatory pragmatism filter to categorize findings into actionable product tickets versus subjective noise. This structured methodology ensures your team focuses on high-impact fixes rather than minor user preferences.

Persona-based UX testing evaluates accessibility through the lens of a non-technical persona. It is highly effective before a major release to challenge your product's design and triage usability friction points within core workflows.

Simulating adversarial user behavior focuses on non-technical persona interactions and may not cover highly technical edge cases. The pragmatism filter helps mitigate subjective noise, but findings remain limited to the simulated user's perspective and core workflow evaluation.