---
title: Schema Errors: How Small Mistakes Hurt AI Visibility
slug: schema errors
---

### FAQ Expansion
### Q: What are common schema errors?
Schema errors include missing tags, bad nesting, and inconsistent entity names.

### Q: Why do they matter?
Invalid schema stops AI models from reading your data or citing your business.

### Q: How to fix them?
- Validate JSON/YAML files.
- Run Google’s Rich Results Test.
- Re-upload corrected versions and ping AI engines.

Accurate schema prevents costly visibility gaps.