BlocklyFraud prevention by industry
Fraud patterns and protection playbooks for specific Shopify verticals: fashion, beauty, electronics, digital goods, subscriptions, ticketing, food and high-ticket stores.
Fraud Prevention for Subscription Boxes
Free trials and first-box discounts are magnets for abuse, and rebill disputes quietly bleed subscription stores. Learn to separate real churn from fraud and defend recurring revenue.
Fraud Prevention for Gaming & Top-Up Stores
Gaming top-ups and in-game currency are prime targets for stolen-card fraud: high liquidity, instant delivery, and easy resale. Learn the velocity, geo, and network controls that stop card testers before they cash out.
Fraud Prevention for Furniture & Home (High-Ticket)
When a single order is worth $2,000 and ships by freight, one fraudulent sale can erase a month of profit. Here is how high-ticket furniture and home stores lock down big-basket risk.
Fraud Prevention for Beauty & Cosmetics Stores
Beauty brands lose real money to sampler abuse, stacked promo codes, and suspicious reorder velocity. Learn how to keep first-order incentives working while shutting down the loopholes that drain your margins.
Fraud Prevention for Food & Grocery Stores
Perishable goods, cash-on-delivery abuse, and tight delivery windows make food and grocery fraud uniquely painful. Here is how to protect margins without slowing genuine hungry customers down.
Fraud Prevention for Fashion & Apparel Stores
Fashion stores battle wardrobing returns, sizing chaos, and drop-hype bots all at once. Learn how to separate honest sizing returns from abuse, tame launch bots, and keep chargebacks low without punishing loyal shoppers.
Fraud Prevention for Digital Download Stores
Instant delivery means instant risk. Digital download stores face chargebacks with nothing to recover, license-key abuse, and refund fraud. Learn how to lock down delivery and screen orders before the file leaves your server.
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