# Wyllo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/finance/vendors/wyllo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 2% | 14 | 0% | 7 |

## What the models said for it

- "best fit is usually NoFraud / Wyllo, or ClearSale if you want a more established option" (GPT-5.4 mini, Ecommerce fraud)
- "Best Specialized for Mid-Market Ecommerce: Wyllo (formerly NoFraud)" (Qwen 3.7 Flash, Ecommerce fraud)
- "For Shopify, compare NoFraud and Wyllo using a 30-day test" (Perplexity Sonar, Ecommerce fraud)
- "Best for AI-Powered Simplicity" (Kimi K2, Ecommerce fraud)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Wyllo, from 20 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 17
- hcaptcha.com: 13
- lister.ai: 11
- cside.com: 7
- faqprime.com: 7
- learn.g2.com: 7
- merchantfraudjournal.com: 7
- fraudio.com: 6
- aissist.io: 5
- paymentsandrisk.com: 5

### Pages cited

- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 13
- https://g2.com/categories/e-commerce-fraud-protection: 11
- https://lister.ai/software/ecommerce-operations/ecommerce-fraud-prevention-software/best-ecommerce-fraud-prevention-software: 11
- https://g2.com/categories/e-commerce-fraud-protection/small-business: 8
- https://cside.com/blog/ecommerce-fraud-prevention-software: 7
- https://faqprime.com/en/ecommerce-fraud-protection: 7
- https://learn.g2.com/best-e-commerce-fraud-protection-software: 7
- https://merchantfraudjournal.com/top-ecommerce-fraud-prevention-solutions: 7

## 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.