# Marvia: 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/marvia

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Channel partner and local marketing](https://www.gane.ai/index/gtm/partner/channel-partner-and-local-marketing/index.md) | 0% | 43 | 0% | 2 |
| [Creative automation platforms](https://www.gane.ai/index/gtm/marketing/creative-automation/index.md) | 0% | 89 | 0% | 1 |

## What the models said for it

- "Automation for through-channel with strong asset management and local marketing focus." (Grok 4.20, Channel marketing)

## 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 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 Marvia, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- sourceforge.net: 2
- bigmailer.io: 1
- brandmuscle.com: 1
- gane.ai/index: 1
- getapp.com: 1
- getmarvia.com: 1 (its own site)
- maestra.io: 1
- omdia.tech.informa.com: 1
- plivo.com: 1
- smartly.io: 1

### Pages cited

- https://bigmailer.io/best-marketing-platforms: 1
- https://brandmuscle.com/blog/how-to-choose-a-tcma-vendor: 1
- https://www.gane.ai/index/gtm/marketing/creative-automation/2026-09: 1
- https://getapp.com/marketing-software/display-advertising/org/mid-size-business: 1
- https://getmarvia.com/blog/empower-your-brand-with-through-channel-marketing-automation: 1
- https://maestra.io/blog/comparisons/omnichannel-marketing-platforms-comparison: 1
- https://omdia.tech.informa.com/blogs/2023/dec/how-do-vendors-capture-the-28-presale-moments-of-the-new-customer-journey: 1
- https://plivo.com/blog/best-omnichannel-marketing-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.