---
title: Review Refresh: Keeping Feedback Current for AI Visibility
slug: review refresh
---

### FAQ Expansion
### Q: Why refresh reviews?
Review refresh keeps your social proof valid to AI assistants; outdated reviews reduce trust scores.

### Q: How often should I update?
- Quarterly is ideal.
- Any major service change requires new feedback.
- Remove duplicate or expired testimonials.

### Q: How to signal updates to AI?
Regenerate JSON/YAML review files and update your AI sitemap timestamps.