How do I handle Cyber Monday fraud?

How Do I Handle Cyber Monday Fraud?

Cyber Monday fraud comes in several distinct forms, each requiring different responses. Conflating payment fraud with discount abuse with friendly fraud (chargeback disputes on legitimate orders) leads to over-engineering defenses for the wrong threats. Understanding which fraud type is most relevant to your business size and product category lets you focus your protective measures where they actually matter.

Cyber Monday Fraud Types and Their Impact

Shopify's Built-In Fraud Analysis

For merchants using Shopify Payments, Shopify's fraud analysis automatically scores orders based on over 100 signals and flags high-risk transactions with red and yellow indicators. This covers the majority of automated payment fraud detection without any additional setup. Your role is reviewing flagged orders - not building detection systems from scratch.

Set a manual review threshold before Cyber Monday: orders above a certain value from new customers with red fraud indicators should be held, not fulfilled automatically. This threshold depends on your product margins - a $500 order has different risk math than a $50 order.

The Most Preventable Fraud: Discount Code Abuse

The most common and most preventable Cyber Monday fraud is discount code abuse - sharing a promotional code with people outside your intended audience. A "CYBER20" code shared to a coupon aggregator site can generate thousands of unauthorized uses within hours. Each use is a legitimate transaction that your payment processor approves, but the margin impact is identical to revenue theft.

The architectural fix is moving from shared codes to unique codes. Unique codes are generated per-customer and work once. They cannot be shared meaningfully because each one is already tied to a specific session or recipient.

Growth Suite's Fraud-Resistant Offer Architecture

Growth Suite's Trigger Campaigns generate a unique, single-use discount code for each visitor when an offer is triggered. The code is automatically applied to that visitor's cart and deleted server-side when the timer expires. There is no shared code to abuse, no code that persists after the offer window, and no mechanism by which a code from one visitor's session benefits another visitor.

This design eliminates discount fraud at the architectural level - not by detecting abuse after it happens, but by making sharing fundamentally valueless. The server-side deletion also means codes cannot be used post-Cyber Monday, addressing the common pattern of customers saving codes from holiday events and applying them to future full-price purchases.