# GEO Lens AI Visibility Metrics

GEO Lens evaluates AI visibility through brand mentions, recommendation position, Top3 exposure, source coverage, competitor gaps, platform differences, and user-intent stages.

These metrics are sampled diagnosis signals. They help teams understand whether a brand enters AI answer sets, whether it appears near the top of recommendations, which sources support the answer, and which competitors are mentioned more often.

## Core Metrics

| Metric | Meaning | Typical action |
|---|---|---|
| Brand mention rate | Whether AI answers mention the target brand | Clarify brand and product pages |
| Top3 exposure | Whether the brand appears near the top | Add comparisons, proof, and cases |
| Source coverage | Whether answers cite or rely on credible sources | Improve website, FAQ, directories, reviews, and media references |
| Competitor gap | Which alternatives appear more often | Build comparison and category pages |
| Stage visibility | Which user-intent stage is weak | Improve trigger, exploration, evaluation, or action content |

Metrics should be read together with raw answers, platform scope, question set, collection time, and report methodology. They do not guarantee rankings, traffic, conversion, or revenue.

Metrics page: https://geo.9fox.ai/zh/ai-visibility-metrics