# Walmart Connect: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 60 judge labels across 3 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/walmart-connect

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Retail media platforms](https://www.gane.ai/index/gtm/marketing/retail-media-platforms/index.md) | 2% | 5 | 12% | 58 |
| [Programmatic and display advertising](https://www.gane.ai/index/gtm/marketing/programmatic-and-display-advertising/index.md) | 0% | 75 | 0% | 1 |
| [Video advertising](https://www.gane.ai/index/gtm/marketing/video-advertising/index.md) | 0% | 61 | 0% | 1 |

## What the models said for it

- "Walmart Connect remains the undisputed leader in retail media with massive online traffic, thousands of physical stores, and one of the richest first-party datasets in retail" (Claude Haiku 4.5, Retail media)
- "Major, established networks like Amazon Ads, Walmart Connect, Target Roundel, Kroger Precision Media, and Instacart Ads have the most mature technology" (MiniMax M2.5, Retail media)
- "Keep your core investments in large, technologically mature networks (e.g., Amazon, Walmart Connect, Target Roundel)" (Gemini 3.5 Flash, Retail media)
- "start with Amazon Advertising if you're selling on Amazon, or Walmart Connect if you're not" (Claude Haiku 4.5, Retail media)

## And against it

- "Any platform that is a strict walled garden with redacted ad IDs and no independent verification, particularly Walmart Connect" (Muse Glimmer 30B, Retail media)
- "Walmart Connect: 18% of labels were negative, with 8 out of 12 models giving it a hard negative rating." (Llama 4 Maverick, Retail media)
- "explicitly advise avoiding "pure retail media platforms" like standard Amazon Ads or Walmart Connect" (Mistral Small, Retail media)
- "there is a strong warning against becoming trapped in a bidding war for keyword placements" (Qwen 3.7 Flash, Retail media)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 0 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 1 | 0 | 4 |
| Perplexity Sonar | 1 | 2 | 0 | 1 | 4 |
| Grok 4.20 | 0 | 4 | 1 | 1 | 6 |
| Mistral Small | 0 | 2 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 1 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 0 | 5 | 0 | 1 | 6 |
| Kimi K2 | 0 | 4 | 2 | 0 | 6 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 1 | 4 |
| MiniMax M2.5 | 1 | 4 | 1 | 0 | 6 |
| GPT-6 Luna | 1 | 1 | 1 | 0 | 3 |
| Muse Glimmer 30B | 0 | 4 | 0 | 1 | 5 |

## Sources returned with these answers

The sites and pages cited by the answers that named Walmart Connect, from 145 of the 158 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 61
- gane.ai/index: 47
- guideflow.com: 47
- marketplaceadpros.com: 46
- getadlib.com: 43
- fitsmallbusiness.com: 40
- digiday.com: 34
- osmos.ai: 33
- stellarising.com: 28
- skai.io: 26

### Pages cited

- https://guideflow.com/blog/retail-media-platforms: 47
- https://getadlib.com/blog/best-retail-media-advertising-platforms: 43
- https://fitsmallbusiness.com/guide-to-retail-media-for-smbs: 40
- https://marketplaceadpros.com/guides/best-retail-media-platforms-small-brands-2026: 36
- https://marketplaceadpros.com/guides/retail-media-networks-beyond-amazon-2026: 30
- https://g2.com/categories/retail-media-advertising-platforms: 28
- https://stellarising.com/blog/retail-media-networks-guide: 28
- https://g2.com/categories/retail-media-advertising-platforms/small-business: 25

## 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.