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

GTM AI Recommendation Index, October 2026 Edition. Named in 7 judge labels across 1 categories by 4 of 14 models. Page: https://gtm-ai-index.com/vendors/mirakl-ads/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Retail media platforms | 4% | 6 | 0% | 7 |

## What the models said for it

- "A marketplace-specific network where it already sells — e.g., Mirakl Ads for B2B/B2C marketplaces" (Muse Glimmer 30B, Retail media)
- "I recommend Mirakl Ads as the most suitable platform for your mid-sized B2B company" (GLM 4.7 FlashX, Retail media)
- "those sites are often powered by Mirakl or monetized via Criteo" (Gemini 3.5 Flash, Retail media)
- "Look at Mirakl Ads if you're advertising on B2B marketplaces" (Kimi K2, Retail media)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.