Wyllo
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Stripe Radar is first at 34%.
Stripe Radar is first at 15%. 0 of 14 models made it the first choice when asked directly.
Trustpair is first at 25%.
Why models recommend it
“best fit is usually NoFraud / Wyllo, or ClearSale if you want a more established option”GPT-5.4 mini · Budget-constrained question · first choice
“Best Specialized for Mid-Market Ecommerce: Wyllo (formerly NoFraud)”Qwen 3.7 Flash · Direct question · alternative
“For Shopify, compare NoFraud and Wyllo using a 30-day test”Perplexity Sonar · Budget-constrained question · alternative
“Best for AI-Powered Simplicity”Kimi K2 · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Wyllo, over the 20 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 19 | 2 | View → | |
| 15 | 1 | View → | |
| 13 | 5 | View → | |
| 12 | 1 | View → | |
| 12 | 1 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 10 | 2 | View → | |
| 9 | 0 | View → | |
| 7 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 20 of the 20 answers that named Wyllo and are not a share of its labels.
Domains cited
Eighty-five of the eighty-five domain citations in answers naming Wyllo came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |