# NoFraud: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 24 judge labels across 1 category by 13 of 14 models. Page: https://www.gane.ai/index/finance/vendors/nofraud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 9% | 5 | 12% | 24 |

## What the models said for it

- "NoFraud ⭐ Best Overall for Small Business ... start with NoFraud's free tier (up to 100 orders)" (Kimi K2, Ecommerce fraud)
- "NoFraud is best for small Shopify stores and has a free Lite tier with published starter pricing." (Llama 4 Maverick, Ecommerce fraud)
- "best fit is usually NoFraud / Wyllo, or ClearSale if you want a more established option" (GPT-5.4 mini, Ecommerce fraud)
- "For a limited-budget ecommerce company, NoFraud is the strongest default choice." (Perplexity Sonar, Ecommerce fraud)

## And against it

- "Received an overwhelmingly negative rating (1.8/5) on Trustpilot, with multiple users calling the company "frauds" and warning others not to use their service." (Mistral Small, Ecommerce fraud)
- "The platforms you should most likely avoid ... are: 1. NoFraud – if you're a small business, due to false declines and poor customer experience." (DeepSeek V4 Flash, Ecommerce fraud)
- "may be less suitable for complex B2B workflows" (Perplexity Sonar, Ecommerce fraud)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 1 | 0 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 1 | 4 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named NoFraud, from 68 of the 76 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 57
- cside.com: 35
- hcaptcha.com: 32
- stripe.com: 27
- merchantfraudjournal.com: 26
- guideflow.com: 25
- faqprime.com: 23
- fraudio.com: 20
- lister.ai: 16
- sourceforge.net: 16

### Pages cited

- https://g2.com/categories/e-commerce-fraud-protection: 39
- https://cside.com/blog/ecommerce-fraud-prevention-software: 35
- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 32
- https://merchantfraudjournal.com/top-ecommerce-fraud-prevention-solutions: 26
- https://faqprime.com/en/ecommerce-fraud-protection: 23
- https://guideflow.com/blog/ecommerce-fraud-protection-software: 21
- https://g2.com/categories/e-commerce-fraud-protection/small-business: 19
- https://lister.ai/software/ecommerce-operations/ecommerce-fraud-prevention-software/best-ecommerce-fraud-prevention-software: 16

## In its own words

What NoFraud's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.


## What it publishes

Every page nofraud.com exposes, read 2026-10-05: 448 addresses. By kind, pages and the last 90 days:

- blog: 74 pages, 0 in the last 90 days, latest undated
- case study: 20 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 94 pages, 0 in the last 90 days, latest undated
- podcast or video: 9 pages, 0 in the last 90 days, latest undated

## 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.