# AI review reply

> An AI review reply is a response drafted by a language model from the review text, the business context, and a defined voice, then reviewed by a person before publishing.

_Category: AI · Updated 2026-08-15 · By Elizabeth Davis_

Source: https://happyreplies.com/glossary/ai-review-reply

The value is in the draft, not the send. Models reliably produce a structurally correct reply — acknowledge, explain, act, sign — which is the part owners find hardest under time pressure.

The failure mode is unedited generic output. Readers detect it, and a visibly automated reply on a serious complaint is worse than silence.

## In practice

Use the model for the first draft and the structure, then add the one detail only you know: the shift, the staff member, the specific fix.

## FAQ

### Can customers tell a reply is AI-written?

They can when it is generic. A reply containing a specific operational detail reads as human regardless of how it was drafted.

### Is using AI for review replies against platform policy?

No major platform prohibits drafting assistance for a business's own reply. The FTC rule targets fake reviews, not owner responses.

## Related terms

- https://happyreplies.com/glossary/review-response
- https://happyreplies.com/glossary/review-tone
- https://happyreplies.com/glossary/llm-visibility