# Shopify's native fraud tool: 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/finance/vendors/shopify-s-native-fraud-tool

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 0% | 75 | 100% | 1 |

## And against it

- "Shopify's native fraud tool provides analysis but no chargeback guarantee" (Claude Haiku 4.5, Ecommerce fraud)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| 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 | 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 Shopify's native fraud tool, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- adyen.com: 1
- cside.com: 1
- ecommerce.co: 1
- eftsure.com: 1
- en.wikipedia.org: 1
- expertinsights.com: 1
- fingerprint.com: 1
- g2.com: 1
- gartner.com: 1
- learn.g2.com: 1

### Pages cited

- https://adyen.com/knowledge-hub/ecommerce-fraud-prevention-tools: 1
- https://cside.com/blog/ecommerce-fraud-prevention-software: 1
- https://ecommerce.co/blog/ecommerce-fraud-prevention-tools: 1
- https://eftsure.com/blog/products/top-financial-fraud-prevention-software-platforms-for-2025: 1
- https://en.wikipedia.org/wiki/Signifyd: 1
- https://expertinsights.com/identity-and-access-management/the-top-fraud-detection-and-prevention-solutions: 1
- https://fingerprint.com/blog/best-fraud-prevention-software: 1
- https://g2.com/categories/e-commerce-fraud-protection: 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.