# Amazon Ads: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 12 judge labels across 4 categories by 9 of 12 models. Page: https://gtm-ai-index.com/vendors/amazon-ads/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Search and social advertising platforms | 0% | 34 | 0% | 7 |
| Ecommerce marketing | 0% | 148 | 67% | 3 |
| Programmatic and display advertising | 0% | 28 | 0% | 1 |
| Video advertising | 0% | 72 | 0% | 1 |

## What the models said for it

- "best when purchase intent happens on Amazon and product sales are the goal" (GPT-5.4 mini, Paid ads)
- "Best For: E-commerce and product sales" (GLM 4.7 FlashX, Paid ads)
- "Amazon Ads (solid performance)" (Mistral Small, Programmatic)

## And against it

- "Amazon - 91,248 complaints" (GLM 4.7 FlashX, Ecommerce marketing)
- "| Amazon | 91,248 |" (MiniMax M2.5, Ecommerce marketing)

## 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.