# Lowe's: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/lowe-s

## 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% | 115 | 33% | 3 |

## And against it

- "Often overlooked but can have even less standardization. Avoid if they lack proven case studies" (Grok 4.20, 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 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Lowe's, from 3 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- digiday.com: 2
- ad-times.com: 1
- adexchanger.com: 1
- admonsters.com: 1
- attnagency.com: 1
- emarketer.com: 1
- flipflow.io: 1
- funnel.io: 1
- glossy.co: 1
- grandviewresearch.com: 1

### Pages cited

- https://ad-times.com/the-8-biggest-retail-media-networks-of-2026-ranked: 1
- https://adexchanger.com/data-driven-thinking/retail-medias-growing-pains-how-to-push-for-transparency-before-the-bubble-bursts: 1
- https://admonsters.com/6-platforms-that-will-define-retail-media-in-2025: 1
- https://attnagency.com/blog/retail-media-network-ecosystem-wars-platform-comparison-strategic-selection-2026: 1
- https://digiday.com/marketing/cmo-strategies-retail-medias-rise-from-amazon-to-ebay: 1
- https://digiday.com/marketing/digiday-research-how-do-other-retail-media-platforms-measure-up-to-amazon: 1
- https://digiday.com/marketing/digiday-research-the-marketers-2026-guide-to-retail-media-marketing-including-the-home-depot-milani-cosmetics-and-tinuiti: 1
- https://digiday.com/marketing/how-media-buyers-view-the-retail-media-landscape-from-amazon-to-walmart-to-wawa: 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.