Ecommerce fraud prevention · Named, not rankedShopify Fraud Analysis
Shopify Fraud Analysis is an ecommerce fraud prevention tool built into the Shopify platform · shopify.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Shopify Fraud Analysis has 4.
Why models recommend it
“Shopify merchant → start with Shopify's tools.”GPT-6 Luna · Budget-constrained question · first choice
“built-in tools like Shopify Plus/Enterprise Fraud Analysis (if on Shopify) combined with careful manual review”Qwen 3.7 Flash · Negative question · alternative
“Start with integrated options: Shopify Payments, Stripe Radar, or PayPal's tools are often sufficient for starters”Grok 4.20 · Negative question · alternative
“Best for Shopify Merchants: Shopify Fraud Analysis”Qwen 3.7 Flash · Budget-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Shopify Fraud Analysis, over the 9 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 8 | 3 | View → | |
| 7 | 0 | View → | |
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Shopify Fraud Analysis's own site, not checked by Gane.
- For
- Shopify merchants
- Also from Shopify
- Shopify Fraud Filter, Shopify Payments, Shopify Protect, Shopify Tax
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 9 of the 9 answers that named Shopify Fraud Analysis and are not a share of its labels.
Domains cited
Twenty-six of the twenty-nine domain citations in answers naming Shopify Fraud Analysis 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 | 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 | 1 | 0 | 0 | 1 |
| 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 | 2 | 0 | 0 | 2 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |