# Google AdExchange: 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-adexchange

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Programmatic and display advertising](https://www.gane.ai/index/gtm/marketing/programmatic-and-display-advertising/index.md) | 0% | 89 | 100% | 1 |

## And against it

- "Google AdExchange was identified as No. 2 highest-risk in LATAM ~32% and APAC ~42% in the mobile ranking release." (Muse Glimmer 30B, Programmatic)

## 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 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google AdExchange, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- accc.gov.au: 1
- adindex.ru: 1
- clickz.com: 1
- compcom.co.za: 1
- confiant.com: 1
- cybersecurityintelligence.com: 1
- demandlocal.com: 1
- finance.yahoo.com: 1
- geoedge.com: 1
- globenewswire.com: 1

### Pages cited

- https://accc.gov.au/system/files/Digital%20Advertising%20Services%20Inquiry%20-%20Interim%20report.pdf: 1
- https://adindex.ru/publication/analitics/search/341994/img/Global%20Invalid%20Traffic%20Report%202026%20(1).pdf: 1
- https://clickz.com/pains-of-programmatic-advertising/257040: 1
- https://compcom.co.za/wp-content/uploads/2025/02/MDPMI-Annexure-6-Digital-Advertising-Technology_Redacted.pdf: 1
- https://confiant.com/hubfs/Team%20-%20Marketing/reports/maq-2024.pdf: 1
- https://cybersecurityintelligence.com/blog/programmatic-ads-have-a-security-problem-that-nobody-wants-to-own-9873.html: 1
- https://demandlocal.com/blog/avoid-bad-ad-placements-programmatic-advertising: 1
- https://finance.yahoo.com/news/pixalate-unveils-connected-tv-ctv-134000202.html: 1

## The company

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

## What it publishes

Every page google.com exposes, read 2026-09-29: 7607 addresses. By kind, pages and the last 90 days:

- blog: 372 pages, 0 in the last 90 days, latest 2018-12-13
- case study: 707 pages, 0 in the last 90 days, latest undated
- comparison: 35 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 51 pages, 0 in the last 90 days, latest 2018-12-13
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 34 pages, 0 in the last 90 days, latest undated
- Recent: 2018-12-13 blog: Best practices for in app rewarded video ads https://www.google.com/admob/resources/best-practices-for-in-app-rewarded-video-ads.html
- Recent: 2018-12-13 blog: How to monetize your mobile apps with ads https://www.google.com/admob/resources/how-to-monetize-your-mobile-apps-with-ads.html
- Recent: 2018-12-13 glossary or explainer: What is AdMob - Google AdMob https://www.google.com/admob/resources/what-is-admob.html
- Recent: 2018-11-19 blog: App marketing strategies to grow and monetize your app https://www.google.com/admob/resources/app-marketing-strategies-to-grow-and-monetize-your-app.html
- Recent: 2018-11-19 blog: How much revenue can you earn from admob https://www.google.com/admob/resources/how-much-revenue-can-you-earn-from-admob.html
- Recent: 2018-11-19 blog: How to earn money with in app advertising https://www.google.com/admob/resources/how-to-earn-money-with-in-app-advertising.html

## 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.