# Churn Solution: 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/churn-solution

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer success platforms](https://www.gane.ai/index/gtm/customer/customer-success-platforms/index.md) | 0% | 34 | 0% | 1 |

## 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 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Churn Solution, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 2
- gaintrace.com: 2
- softwareadvice.com: 2
- spotsaas.com: 2
- akitaapp.com: 1
- albato.com: 1
- dupple.com: 1
- reddit.com: 1
- resources.rework.com: 1
- softwaresuggest.com: 1

### Pages cited

- https://blog.hubspot.com/service/customer-success-tools: 2
- https://softwareadvice.com/customer-success/small-business: 2
- https://spotsaas.com/list/customer-success-software/for-small-business: 2
- https://akitaapp.com/blog/best-customer-success-software: 1
- https://albato.com/blog/publications/best-customer-success-software: 1
- https://dupple.com/learn/best-customer-success-software: 1
- https://gaintrace.com/blog/customer-success-platforms-for-startups: 1
- https://gaintrace.com/blog/customer-success-software-under-10k: 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.