# Best Buy Ads: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/best-buy-ads

## 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% | 24 | 0% | 4 |

## What the models said for it

- "electronics brands Best Buy" (Perplexity Sonar, Retail media)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 Ads, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- aidigital.com: 4
- emarketer.com: 4
- digiday.com: 3
- fitsmallbusiness.com: 3
- guideflow.com: 3
- osmos.ai: 3
- rmiq.net: 3
- getadlib.com: 2
- improvado.io: 2
- internetretailing.net: 2

### Pages cited

- https://aidigital.com/blog/retail-media-networks: 4
- https://emarketer.com/content/faq-on-retail-media-networks-how-marketers-should-allocate-budgets-2026: 3
- https://fitsmallbusiness.com/guide-to-retail-media-for-smbs: 3
- https://guideflow.com/blog/retail-media-platforms: 3
- https://digiday.com/marketing/as-talk-of-recession-looms-smaller-brands-bet-on-the-value-of-retail-media-heres-why: 2
- https://getadlib.com/blog/best-retail-media-advertising-platforms: 2
- https://improvado.io/blog/top-retail-media-networks: 2
- https://lemonlight.com/blog/how-video-advertising-differs-across-the-top-retail-media-networks: 2

## 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.