# Shopify's Built-in Fraud Filter: 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-built-in-fraud-filter

## 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% | 78 | 100% | 1 |

## And against it

- "Shopify's built-in filter – if you're using it as your primary defense, because it's not a real prevention tool." (DeepSeek V4 Flash, Ecommerce fraud)

## 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 | 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 Shopify's Built-in Fraud Filter, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- apps.shopify.com: 1
- clickpost.ai: 1
- g2.com: 1
- learn.g2.com: 1
- pages.sift.com: 1
- rajeshkumar.xyz: 1
- reddit.com: 1
- sift.com: 1
- softwareadvice.com: 1
- sourceforge.net: 1

### Pages cited

- https://apps.shopify.com/nofraud-chargeback-prevention-and-protection/reviews: 1
- https://clickpost.ai/blog/ecommerce-fraud-prevention-software: 1
- https://g2.com/categories/e-commerce-fraud-protection: 1
- https://g2.com/categories/e-commerce-fraud-protection/enterprise: 1
- https://g2.com/categories/fraud-detection/themes/e-commerce-fraud-protection: 1
- https://g2.com/products/sift-s-ai-powered-fraud-decisioning-platform-sift/reviews: 1
- https://learn.g2.com/best-e-commerce-fraud-protection-software: 1
- https://pages.sift.com/rs/526-PCC-974/images/whitepaper-cnp-mindset-and-measurement-keys-to-attacking-false-positives.pdf: 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.