Fraud analysis

Shopify's fraud analysis helps you identify orders that could be fraudulent. Identifying fraudulent orders can help you avoid chargebacks.

If you're on the Basic Shopify plan, then fraud analysis includes:

  • indicators
  • support for third-party fraud apps.

If you're on the Shopify plan or higher, or you have Shopify Payments on any plan, then fraud analysis includes:

  • indicators
  • support for third-party fraud apps
  • fraud recommendations.

Fraud analysis indicators

Shopify's fraud analysis provides indicators for each order. The indicators can be used to investigate an order that you think might be fraudulent. The indicators can include information such as:

  • whether the credit card used for the order passes AVS checks
  • whether the customer provided the correct CVV code
  • details about the IP address used to place the order
  • whether the customer tried to use more than one credit card.

When you view the full analysis for an order, the indicators are marked with green, red, or grey icons:

Red, green, and grey indicators

Green indicators show information about the order that is usually seen on legitimate orders. Red indicators show information about the order that is usually seen on fraudulent orders. Grey indicators give you additional information about the order that could be useful.

Indicators can give you ideas about how to investigate an order, but they don't show you how likely it is that an order is fraudulent. If you want to know how likely an order is to be fraudulent, then you should look at the order's fraud recommendation.

Third-party fraud apps

You can download apps that help with fraud prevention from the Shopify App Store. Indicators and recommendations from these apps show up with Shopify's fraud analysis for each order.

Fraud recommendations

If you’re on the Shopify plan or higher, or using Shopify Payments on any plan, then the fraud analysis will give you a fraud recommendation on each order.

The fraud recommendation tells you if an order has a low, medium, or high risk of a chargeback due to fraud. If an order has a medium or a high risk, then it will be flagged on the Orders page:

A flagged order

Flagged orders are also brought to your attention in order notification emails if you subscribe to them.

Fraud recommendations are powered by machine learning algorithms that are trained on historical transactions across all Shopify stores. The recommendations give you the benefit of years of fraud detection experience. Shopify continuously improves these algorithms to better identify fraudulent orders.

View the fraud analysis for an order

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