# AdScale: how AI models rank it, November 2026

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

## 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% | 43 | 0% | 1 |
| [Search and social advertising platforms](https://www.gane.ai/index/gtm/marketing/search-and-social-advertising-platforms/index.md) | 0% | 79 | 100% | 1 |

## What the models said for it

- "4. AdScale" (Llama 4 Maverick, Retail media)

## And against it

- "AdScale has recent complaints about support and contractual issues, including claims that active management wasn't delivered as expected." (GPT-5.4 mini, Paid ads)

## 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 | 1 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| 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 AdScale, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- marketmaze.me: 2
- trustpilot.com: 2
- adstellar.ai: 1
- capterra.com: 1
- f6s.com: 1
- g2.com: 1
- gane.ai/index: 1
- guideflow.com: 1
- rankite.com: 1
- stackmatix.com: 1

### Pages cited

- https://marketmaze.me/p/ecommerce-ad-management: 2
- https://trustpilot.com/review/adscale.com: 2
- https://trustpilot.com/review/richads.com: 2
- https://adstellar.ai/blog/ad-management-platforms-for-enterprises: 1
- https://capterra.com/p/173312/AdScale: 1
- https://capterra.com/p/253052/AdCreativeai/reviews: 1
- https://f6s.com/software/category/retail-media-advertising: 1
- https://g2.com/categories/retail-media-advertising-platforms: 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.