# Best Buy Media: 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/best-buy-media

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Retail media platforms](https://www.gane.ai/index/gtm/marketing/retail-media-platforms/index.md) | 0% | 119 | 100% | 1 |

## And against it

- "generally rely more on account teams than full self-service tools, which can slow optimization and make small budgets harder to manage" (Perplexity Sonar, Retail media)

## 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 | 1 | 1 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Best Buy Media, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- getadlib.com: 2
- guideflow.com: 2
- improvado.io: 2
- keepersdigital.com: 2
- adtelligent.com: 1
- aidigital.com: 1
- austindailyherald.com: 1
- fieldtrip.agency: 1
- gocake.shop: 1
- intotheminds.com: 1

### Pages cited

- https://getadlib.com/blog/best-retail-media-advertising-platforms: 2
- https://guideflow.com/blog/retail-media-platforms: 2
- https://improvado.io/blog/top-retail-media-networks: 2
- https://keepersdigital.com/en-us/resources/paid-search/retail-media-landscape-overview: 2
- https://adtelligent.com/blog/top-retail-media-solutions: 1
- https://aidigital.com/blog/retail-media-networks: 1
- https://austindailyherald.com/sponsored-content/the-top-commerce-media-platforms-for-online-retailers-evaluating-rokt-amazon-ads-walmart-connect-and-criteo-3fe72cd5: 1
- https://fieldtrip.agency/post/commerce-media-network-technology-comparison: 1

## 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.