UX Copy Patterns that Make AI Features Feel Trusted

Copy to steal

• Explainability: “Here is the data and rules this copilot used. Tap to see receipts.”
• Consent: “Before we edit, here’s the diff. Approve or revert.”
• Reliability: “If latency spikes, we fall back to cached steps.”

CTA framing that worked

Use action-first verbs plus proof points: “Generate with audit trail,” “Create draft with receipts,” “Try the safe mode (no writes).”

Templates inside

Banner copy, CTA labels, and inline helper text you can paste into your own flows.