---
title: Local Ranking: How AI Decides Who Appears First
slug: local ranking
---

### Guide
### What Determines Local Ranking
Local ranking factors are the metrics assistants use to choose which businesses appear first in AI-based local search results.

### Top Factors
- Schema accuracy and freshness
- Verified reviews and licenses
- Region-specific service coverage

### Tip
Improving local ranking starts with structured consistency and real customer validation.