The Anatomy of a Generative UI Session

Tracing how prompts, interfaces, and intent move together across iteration in generative UI.

This study looks at what happens when people build interfaces by typing prompts to a generative AI tool. There are two ways to take part. Pick the one that fits, or follow the link your recruitment message points you to.

Study 1 · Remote
Build a small interface, in your own time.
A 30-minute remote task on Prolific. Type prompts, watch the interface change, refine. No design experience required.
≈ 30 min · browserCompensation: Prolific
Open Study 1 →
 Take the screening →
Study 2 · Moderated
Build, then walk us through it together.
A 90-minute moderated video call. Three tasks plus a short retrospective conversation. Designer and non-expert arms.
≈ 90 min · video callCompensation: by arrangement
Open Study 2 →
 Take the screening →