AI UI Design: From Brief to Tested Prototype

Start with a task someone needs to finish

Choose one concrete job before choosing colors. For a repair shop, that might be booking a service slot. Write down who is booking, what information they need and what counts as a completed booking. A request for a beautiful dashboard leaves these decisions to the generator.

Use real labels and plausible content lengths. A prototype filled with short placeholder names can hide wrapping, density and navigation problems that appear as soon as actual content arrives.

Give the generator a bounded brief

The following is an illustrative exercise, not a measured result from any product. It defines a flow and its constraints while leaving room for visual exploration.

Design a service-booking flow for an independent bicycle repair shop.
Audience: riders booking from a phone.
Flow: choose service, choose an available time, enter contact details, review.
Include: no slots available, invalid email, submission in progress and failed submission with retry.
Style: clear workshop signage, readable prices, restrained color.
Use fictional availability. Label the confirmation as a demo.
Deliver one complete flow before adding other pages.

Review the hierarchy before the decoration

On the first screen, identify the service, price and next action without reading every line. If all panels look equally important, remove or de-emphasize secondary material. Then inspect one narrow viewport and one wide viewport. A desktop composition often needs a different order on a phone, not simply smaller text.

Ask for a specific revision: move the selected service above the time picker, keep the price visible during review, or shorten an ambiguous button label. Change one problem at a time so you can tell whether the revision helped.

Test the flow through failure

Try the controls yourself. A generated confirmation can appear even when no data was stored. Record what each action actually does and identify mocked behavior. Use keyboard navigation and enlarged text alongside pointer testing.

• Can someone complete the main task without explanation?
• Are empty, invalid, loading and failed states reachable?
• Does retry preserve the information already entered?
• Is a simulated action clearly identified as a demo?
• Do focus order and visible labels still make sense?

References: W3C: accessible forms

Decide what the prototype proves

A prototype can help evaluate wording, hierarchy and interaction order. It cannot establish that a booking service, payment system or permission boundary works. Before implementation, list the services, validation rules and data ownership decisions still needed. Keep that list beside the design rather than relying on the generation chat.

Use any tool that lets you inspect and revise the result. Licuse Design is one option for editable static pages; a browser prototype, a design editor or a hand-built HTML page can support the same review process.