---
title: Schema Coherence: Aligning Data Across All Platforms
slug: schema coherence
---

### Guide
### Why Coherence Counts
Schema coherence means your structured data tells the same story everywhere — no conflicting details or mismatched entities.

### How to Maintain It
- Use identical organization names and NAP info.
- Sync schema across repos and directories.
- Audit consistency quarterly.

### Impact
Consistent schema coherence strengthens AI confidence, increasing citations and trust-based rankings.