DesignUpdated 2 min read

Accessibility Checks for AI-Generated UI

AI-generated UI needs the same accessibility review as manually written UI. A visually polished screen can still have unlabeled fields, inaccessible controls or a flow that requires a mouse.

Published by Licuse, which develops an AI workspace. These guides use AI-assisted drafting and source-based editing. Product descriptions are documentation-based unless a test is explicitly reported. Editorial approach & corrections.

01

Check semantics and keyboard behavior

Inspect whether navigation uses links and actions use buttons. Move through the page with the keyboard and confirm that focus is visible and follows a useful order. Open and close dialogs, checking that focus reaches their controls and returns to a sensible place.

These are starting checks. Automated scanners and a successful keyboard pass do not establish full accessibility conformance. Review the complete flow with the assistive technologies and user needs relevant to the project.

References: W3C: WCAG 2.2 quick reference

02

Measure contrast on the actual surface

WCAG 2.2 AA calls for at least 4.5:1 contrast for ordinary text and 3:1 for qualifying large text, with specified exceptions. Measure the actual foreground/background pair, including text over images and hover states. A palette name such as accessible blue is not a measurement.

If a disabled-looking secondary label contains essential information, make that information legible. Keep a written label or another cue alongside color when communicating status.

References: W3C: contrast minimum

03

Read the target-size rule carefully

WCAG 2.2's AA target-size criterion generally uses 24 by 24 CSS pixels, with spacing and other exceptions. A 44 by 44 target can be a useful design preference for frequent touch actions; it is not the AA minimum rule. Review crowded toolbars and inline controls in context rather than applying a single number to every element.

References: W3C: target size minimum

04

Test forms after something goes wrong

A placeholder is a poor substitute for a persistent field label. Submit an empty or invalid form and inspect how the error is associated with the field. Make sure the explanation helps someone recover and does not erase correct input.

For an illustrative contact form, try an invalid email, a long message and an interrupted submission. Check whether the interface explains what happened and lets the person retry. W3C's forms tutorial provides detailed guidance on labeling, instructions and feedback.

References: W3C: accessible forms

05

Turn findings into reviewable changes

Report one defect with its location, reproduction steps and intended behavior. For example: 'The icon-only close control has no accessible name; give it a descriptive name and verify it in the accessibility tree.' After the revision, repeat the affected flow.

Keep unresolved issues in the handoff. A generator can propose an improvement, but neither its confidence nor a polished preview is evidence that the requirement has been met.

THE TAKEAWAY

Accessibility review asks whether people can perceive, understand and operate the actual interface. Measure and test those properties rather than accepting an accessibility claim from the generator.

Sources & further reading

References checked October 18, 2026. Features, prices and account eligibility can change; check the live documentation. Inclusion here is not a hands-on test or vendor endorsement.

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