# Google Analytics: how AI models rank it, September 2026

Finance AI Recommendation Index, September 2026 Edition. Named in 8 judge labels across 2 categories by 6 of 12 models. Page: https://finance-ai-index.com/vendors/google-analytics/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| SaaS metrics and analytics | 0% | 81 | 100% | 6 |
| Financial reporting and dashboards | 0% | 53 | 0% | 2 |

## And against it

- "Use it for web traffic, never for revenue or subscription metrics." (DeepSeek V4 Flash, SaaS metrics)
- "Don't use GA4 as your primary product analytics tool." (GLM 4.7 FlashX, SaaS metrics)
- "Caution: Avoid Entirely for Core SaaS Metrics" (Gemini 3.5 Flash, SaaS metrics)
- "Tools like Google Analytics can sample results or roll rare values into an "other" bucket when data volume grows, which can make churn, conversion, and cohort numbers less reliable." (GPT-5.4 mini, SaaS metrics)

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, September 2026 Edition, finance-ai-index.com.