Index › Finance › Products › Shopify Protect · November 2026 Edition
2 categories · Ranked

Shopify Protect

Shopify Protect is a built-in chargeback management and fraud protection tool for Shopify merchants · shopify.com ↗

#9Best rank (small business)
7/14Models named it
2First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inEcommerce fraud prevention #9 small businessChargeback management #54
What AI models recommend in ecommerce fraud

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.

Why models recommend it

“turn on their native tools first (Stripe Radar / Shopify Protect)—they are usually more than enough for small businesses”Gemini 3.5 Flash · Budget-constrained question · first choice
“Shopify Protect (Free): Automatically included for eligible Shop Pay transactions”Gemini 3.5 Flash · Budget-constrained question · alternative

What gives them pause

“Native Gateway Filters *(Stripe Radar, Shopify Protect)* | ... Less granular control; native scoring can miss cross-order fraud patterns”Gemini 3.5 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Shopify Protect, over the 16 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Shopify Protect's own site, not checked by Gane.

For
Merchants
Price stated
free, built-in chargeback protection; at no extra cost
Free plan or trial
free, built-in chargeback protection
Customers named
Mignonne Gavigan
Visit shopify.com ↗

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

The sites and pages the answers that named Shopify Protect came back with. A fact about retrieval, not a cause of the answer.

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 11 of the 16 answers that named Shopify Protect and are not a share of its labels.

Domains cited

stripe.com6
chargeback.io5
cside.com5
chargeblast.com4
chargeflow.io4
g2.com4
guideflow.com3
help.shopify.comIts own site3
merchantfraudjournal.com3
shopify.comIts own site3

Thirty-four of the forty domain citations in answers naming Shopify Protect came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Shopify Protect across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash11013
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000