# Shopify Protect: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 2 categories by 1 of 14 models. Page: https://finance-ai-index.com/vendors/shopify-protect/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Ecommerce fraud prevention | 2% | 16 | 0% | 1 |
| Chargeback management | 0% | 57 | 0% | 1 |

## What the models said for it

- "If you are on Shopify: Start by turning on Shopify Protect (it's free)" (Gemini 3.5 Flash, Ecommerce fraud)
- "completely free built-in tool that automatically handles and financially covers fraud-based chargebacks" (Gemini 3.5 Flash, Chargeback management)

## In its own words

What Shopify Protect's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Chargeback Protection for Merchants (https://www.shopify.com/protect)
- For: Merchants (https://www.shopify.com/protect)
- Price stated: free, built-in chargeback protection; at no extra cost (https://www.shopify.com/protect)
- Free plan or trial: free, built-in chargeback protection (https://www.shopify.com/protect)
- Customers named: Mignonne Gavigan

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.