# CommerceIQ: how AI models rank it, November 2026

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

## 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% | 114 | 50% | 2 |

## What the models said for it

- "You need an Ad Management / DSP Platform (e.g., Pacvue, Skai, CommerceIQ, Perpetua) to centralize operations." (Gemini 3.5 Flash, Retail media)

## And against it

- "enterprise powerhouses. They are ideal only if your B2B company spends $500k+ annually on retail media" (Gemini 3.5 Flash, 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 | 1 | 0 | 1 | 2 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named CommerceIQ, from 6 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- criteo.com: 4
- pacvue.com: 3
- aidigital.com: 2
- amzfinder.com: 2
- atom11.co: 2
- bagengine.com: 2
- ecommerceplacement.com: 2
- g2.com: 2
- getadlib.com: 2
- kevel.com: 2

### Pages cited

- https://aidigital.com/blog/retail-media-networks: 2
- https://amzfinder.com/blog/pacvue-alternatives: 2
- https://bagengine.com/articles/pacvue-vs-skai-vs-perpetua-2026: 2
- https://criteo.com/platform/commerce-max: 2
- https://ecommerceplacement.com/blog/retail-media-platforms-pacvue-commerceiq-skai-hiring: 2
- https://getadlib.com/blog/best-retail-media-advertising-platforms: 2
- https://about.ads.microsoft.com/en/solutions/technology/microsoft-retail-media: 1
- https://acadia.io/services/retail-media-marketplaces: 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.