# Mirakl Ads: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/mirakl-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% | 19 | 0% | 5 |

## What the models said for it

- "Runner Up: Mirakl Ads ... Mirakl is a market leader in this specific space." (GLM 4.7 FlashX, Retail media)
- "Specialized Option: Mirakl Ads (for B2B Marketplaces)" (DeepSeek V4 Flash, Retail media)
- "Mirakl Ads for marketplace operators, etc." (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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Mirakl Ads, from 18 of the 18 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 12
- guideflow.com: 7
- intotheminds.com: 7
- criteo.com: 6
- gane.ai/index: 6
- osmos.ai: 6
- topsort.com: 6
- aidigital.com: 5
- linkedin.com: 5
- adtelligent.com: 4

### Pages cited

- https://g2.com/categories/retail-media-advertising-platforms: 11
- https://guideflow.com/blog/retail-media-platforms: 7
- https://intotheminds.com/blog/en/retail-media-market: 7
- https://aidigital.com/blog/retail-media-networks: 5
- https://adtelligent.com/blog/top-retail-media-solutions: 4
- https://gartner.com/reviews/market/retail-media-networks: 4
- https://getadlib.com/blog/best-retail-media-advertising-platforms: 4
- https://grocerytradenews.com/retail-media-platforms-grocery-retailers: 4

## 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.