# RollerAds: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/rollerads

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Programmatic and display advertising](https://www.gane.ai/index/gtm/marketing/programmatic-and-display-advertising/index.md) | 0% | 49 | 0% | 2 |
| [Video advertising](https://www.gane.ai/index/gtm/marketing/video-advertising/index.md) | 0% | 104 | 100% | 1 |

## And against it

- "90% traffic are botes,Don't waste your time and money on this platform." (Muse Glimmer 30B, Video 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 | 0 | 0 |
| 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 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named RollerAds, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 3
- epom.com: 2
- adexchanger.com: 1
- adgeeks.agency: 1
- adindex.ru: 1
- adpersonam.io: 1
- benchmarkgrid.com: 1
- bidscube.com: 1
- ca.trustpilot.com: 1
- clicksambo.com: 1

### Pages cited

- https://epom.com/blog/programmatic/programmatic-advertising-for-small-business: 2
- https://reddit.com/r/programmatic/comments/g644te/best_programmatic_platform_for_agency_with_low: 2
- https://adexchanger.com/platforms/3-auctions-rule-digital-advertising-heres-a-guide-to-navigating-them: 1
- https://adgeeks.agency/news/dsp-pricing-comparison-2026: 1
- https://adindex.ru/publication/analitics/search/341994/img/Global%20Invalid%20Traffic%20Report%202026%20(1).pdf: 1
- https://adpersonam.io/programmatic-advertising-for-small-business: 1
- https://benchmarkgrid.com/best-ad-networks-for-publishers/google-adx-via-gam: 1
- https://bidscube.com/blog/understanding-google-adexchange: 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.