# Google: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 3 categories by 4 of 12 models. Page: https://gtm-ai-index.com/vendors/google/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Mobile apps | 0% | 38 | 0% | 2 |
| Attribution and marketing mix modeling | 0% | 108 | 100% | 1 |
| Identity resolution | 0% | 137 | 100% | 1 |

## What the models said for it

- "Prioritize: Self-attributing networks (SANs like Meta/Google <1-5% fraud)" (Grok 4.1 Fast, Mobile apps)

## And against it

- "Google, Facebook, X and similar massive platforms - Why avoid: Rated as critical risk "data aggregators"" (GLM 4.7 FlashX, Identity)
- "Google and Meta, for example, are known to attribute conversions to themselves regardless of whether they were the true driver." (Claude Haiku 4.5, Attribution & MMM)

## The company

Google Search; https://google.com; United States; founded 1997. From Wikidata, fetched 2026-09-14.

## Record

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