AI UX Patterns Audit

ai-ux-patterns · v1.1.0 · paid

AI-specific interaction conventions assessment covering regeneration controls, feedback mechanisms, and advanced patterns that distinguish polished AI interfaces from basic API wrappers.

Core Interaction Patterns

core-interaction · weight 0.3

Regeneration button is present on AI responses
ab-000330
critical
Stop generation button is present during streaming
ab-000331
critical
User can edit or modify AI-generated content
ab-000332
high
Multi-modal input support is implemented when advertised
ab-000333
medium
Prompt suggestions or starter templates are offered
ab-000334
low
Keyboard shortcuts are available for power users
ab-000335
info

Feedback & Control

feedback-control · weight 0.25

User feedback mechanism exists on AI responses
ab-000336
critical
Conversation branching or forking is supported
ab-000337
high
Undo and redo actions are available for message edits
ab-000338
medium
Conversation export functionality is available
ab-000339
medium
Conversation sharing is supported
ab-000340
low

Transparency & Communication

transparency · weight 0.25

Usage limits are communicated clearly before they are hit
ab-000341
critical
AI error states are handled with clear user messaging
ab-000342
high
Context window usage or limit is communicated
ab-000343
high
Model selection UI is available when multiple models are offered
ab-000344
medium
System prompt or AI persona is disclosed or customizable
ab-000345
medium

Advanced Patterns

advanced-patterns · weight 0.2

Conversations are organized with search, history, or folders
ab-000346
high
New user onboarding or tutorial exists
ab-000347
medium
AI behavior settings or preferences panel exists
ab-000348
medium
AI interface is responsive across device sizes
ab-000349
high
Typing indicator is shown while AI is generating
ab-000350
low
Conversation title is auto-generated or set on creation
ab-000351
info