Disclosure patterns for AI features
Curated UX patterns organised by category, with legal reference chips, status and pattern strength. Search and filter to find what fits your feature.
Entry-Point Notices
Up-front disclosures shown when a user first enters an AI experience, before expectations are set.
First Interaction AI Notice
Tell users at the start that they're talking to an AI.
Inline & Contextual Notices
Small, local explanations placed next to AI controls or content so users understand what is happening in context.
Contextual AI Tooltip
Explain what an AI element does, right where it appears.
AI Limitations Notice
Set realistic expectations about accuracy and scope.
Persistent Labels
Always-visible badges and labels that keep AI involvement clear across repeated product use.
AI Feature Inline Badge
Persistent 'AI' label on features powered by AI.
AI Use Transparency Footer Link
Site-wide link to your AI usage and disclosure policy.
Output-Level Disclosures
Disclosures attached to generated or manipulated outputs, especially when content may travel outside the product.
AI Generated Content Badge
Label content produced by generative AI.
Synthetic Media Watermark Notice
User-facing notice that media carries a machine-readable marker.
Output-Level AI Disclosure
Attach a disclosure to each AI-generated output, not just the feature.
Explanation & Decision Support
Patterns that help people understand AI-assisted recommendations, limits, and decisions that may affect them.
Why This Recommendation Panel
Explain, in plain language, why the AI recommended something.
Decision Support Explanation Modal
Detailed explanation for consequential AI-supported decisions.
Human Escalation CTA
Always offer a clear path to a human.
Public Interest & Editorial Content
Disclosure approaches for deepfakes, public-interest text, and editorial contexts where provenance matters.
Public Interest Text Disclosure
Disclose AI-generated text on matters of public interest.
Human Reviewed Label
Signal that a human editor reviewed the AI output before publication.
Editorial Responsibility Notice
Clarify who is editorially responsible for AI-generated public content.
High-Risk / Legal Review Patterns
Stronger UX interventions for sensitive or consequential AI features where legal review is likely needed.
Deepfake Disclosure Banner
Clear, prominent banner for deepfake media.
Biometric / Emotion Exposure Notice
Tell people before they're analysed by emotion or biometric systems.
Legal Review Required Notice
Internal-flag pattern for features that need legal sign-off.
Agentic AI Action Patterns
Confirmation and control patterns for AI agents that can take actions on a user's behalf.
AI Agent Action Confirmation
Confirm consequential agent actions before they run.