# Google Ads / GA4: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/google-ads-ga4

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 127 | 100% | 1 |

## And against it

- "Treat Meta Ads Manager, Google Ads/GA4, and similar native reports as useful for optimizing within that platform—not as neutral referees across channels." (GPT-6 Luna, Attribution & MMM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Ads / GA4, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- aboutmartech.com: 1
- adexchanger.com: 1
- alium.io: 1
- analyticpartners.com: 1
- appsflyer.com: 1
- cassandra.app: 1
- clickz.com: 1
- developers.google.com: 1 (its own site)
- ftc.gov: 1
- g2.com: 1

### Pages cited

- https://aboutmartech.com/blog/how-to-choose-attribution-software: 1
- https://adexchanger.com/data-driven-thinking/mmm-is-getting-smarter-it-still-cant-do-the-whole-job-alone: 1
- https://alium.io/research/what-mmm-buyers-wish-they-knew: 1
- https://analyticpartners.com/knowledge-hub/blog/tuning-out-the-noise-how-to-identify-the-best-measurement-solution: 1
- https://appsflyer.com/blog/measurement-analytics/why-attribution-fails: 1
- https://cassandra.app/blog/marketing-attribution-software-analysis: 1
- https://clickz.com/faq/how-to-evaluate-measurement-vendor-checklist-2026: 1
- https://developers.google.com/meridian/docs/basics/meridian-introduction: 1

## The company

Google; https://google.com; Mountain View, California, United States; founded 1998; part of Alphabet Inc.. From Wikidata, fetched 2026-09-14.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.