# MarketingPilot: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Marketing automation and campaign management](https://www.gane.ai/index/gtm/marketing/marketing-automation/index.md) | 0% | 51 | 100% | 1 |

## And against it

- "Discontinued | 2018" (Kimi K2, Marketing automation)

## 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 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| 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 MarketingPilot, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alium.io: 1
- bbb.org: 1
- bizibl.com: 1
- community.hubspot.com: 1
- engagebay.com: 1
- help.klaviyo.com: 1
- intel.42agency.com: 1
- knak.com: 1
- mailchimp.com: 1
- pagerly.io: 1

### Pages cited

- https://alium.io/research/top-complaints-marketing-automation: 1
- https://alium.io/research/what-marketing-automation-buyers-wish-they-knew: 1
- https://alium.io/research/why-companies-switch-marketing-automation: 1
- https://bbb.org/us/ma/e-cambridge/profile/computer-software/hubspot-0021-121432/complaints: 1
- https://bizibl.com/marketing/article/15-signs-your-email-marketing-software-isnt-working-you: 1
- https://community.hubspot.com/t/predatory-billing-practices/127391: 1
- https://engagebay.com/blog/problems-with-marketing-automation: 1
- https://help.klaviyo.com/hc/en-us/articles/12034571748251: 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.