# Gopuff: 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/gopuff

## 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% | 123 | 100% | 1 |

## And against it

- "newer players such as Ulta and Gopuff that are still building scale" (Muse Glimmer 30B, 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 | 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 | 1 | 1 |

## Sources returned with these answers

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

### Domains cited

- adexchanger.com: 1
- adnews.com.au: 1
- analyticpartners.com: 1
- asa.org.uk: 1
- businessinsider.com: 1
- datapoem.ai: 1
- digiday.com: 1
- glossy.co: 1
- home.barclays: 1
- internetretailing.net: 1

### Pages cited

- https://adexchanger.com/commerce/retailers-are-opening-themselves-to-programmatic-but-will-they-regret-it: 1
- https://adexchanger.com/data-driven-thinking/retail-medias-growing-pains-how-to-push-for-transparency-before-the-bubble-bursts: 1
- https://adnews.com.au/news/forrester-retail-media-networks-failing-advertisers: 1
- https://analyticpartners.com/knowledge-hub/blog/retail-media-measurement-for-cpg: 1
- https://asa.org.uk/news/a-year-in-scams-2025-scam-ad-alert-update.html: 1
- https://businessinsider.com/retail-media-is-changing-relationships-between-brands-and-retailers-2023-3: 1
- https://datapoem.ai/resources/article/ai-for-cpg: 1
- https://digiday.com/marketing/cmo-strategies-retail-media-continues-to-mature-as-rmns-from-the-likes-of-ulta-and-gopuff-build-on-their-strengths: 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.