# Sam's Club MAP: 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/sam-s-club-map

## 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% | 104 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Sam's Club MAP, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- emarketer.com: 1
- epsilon.com: 1
- fitsmallbusiness.com: 1
- form.internetretailing.net: 1
- lemonlight.com: 1
- modernretail.co: 1
- retailtouchpoints.com: 1
- rmiq.net: 1
- taqtics.com: 1

### Pages cited

- https://emarketer.com/content/faq-on-retail-media-networks-how-marketers-should-allocate-budgets-2026: 1
- https://epsilon.com/us/insights/blog/retail-media-networks: 1
- https://fitsmallbusiness.com/guide-to-retail-media-for-smbs: 1
- https://form.internetretailing.net/cvgdehjvc12/RetailMediaSectorReportv4.pdf: 1
- https://lemonlight.com/blog/how-video-advertising-differs-across-the-top-retail-media-networks: 1
- https://modernretail.co/marketing/modern-retail-research-the-marketers-2026-guide-to-retail-media-marketing-including-the-home-depot-milani-cosmetics-and-tinuiti: 1
- https://retailtouchpoints.com/features/retail-media-explained/138586: 1
- https://rmiq.net/guides/retail-media-guide: 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.