---
title: Review Validation: Ensuring AI Trust in Customer Feedback
slug: review validation
---

### Guide
### Why Validation Matters
Review validation proves your testimonials are genuine and machine-verifiable.

### How to Validate
- Use Review schema with source links.
- Include timestamps and real reviewer names.
- Validate JSON and YAML consistency.

### Benefit
Verified review validation improves your trust score and AI recommendation likelihood.