# Chargeback911: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/chargeback911

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 0% | 86 | 100% | 2 |

## And against it

- "some users and industry analysts have raised concerns about their sales tactics, contract terms, and customer service" (Mistral Small, Chargeback management)
- "Use a managed service (like Chargebacks911, though it has its own complaints) for high-volume chargebacks" (DeepSeek V4 Flash, Chargeback management)

## 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 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 Chargeback911, from 3 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- capterra.co.uk: 3
- capterra.com: 2
- chargeback.io: 2
- getapp.co.uk: 2
- getapp.com: 2
- stripe.com: 2
- capterra.co.za: 1
- capterra.com.au: 1
- chargebackgurus.com: 1
- chargeflow.buzz: 1

### Pages cited

- https://capterra.co.uk/directory/33796/chargeback-management/software: 3
- https://chargeback.io/: 2
- https://getapp.co.uk/directory/3864/chargeback-management/software: 2
- https://capterra.co.za/directory/33796/chargeback-management/software: 1
- https://capterra.com.au/directory/33796/chargeback-management/software: 1
- https://capterra.com/chargeback-management-software: 1
- https://capterra.com/p/246026/Justt: 1
- https://chargeback.io/blog/chargeback-management-companies: 1

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.