
Promo abuse isn’t just a nuisance – it’s a multi-billion dollar business risk. And as more brands lean on digital offers to drive acquisition and loyalty, fraudsters are evolving just as quickly, aided by AI, automation, and a lack of adequate safeguards.
Promotional fraud may seem like a few bad apples gaming the system, but the scale is massive:
This isn’t just a financial drain. Promo abuse pollutes customer data, ruins personalization, and degrades the customer experience.The issue is no longer just a marketing or tech concern – it’s a cross-functional business risk.
In this article, I will go over the most common types of promotion fraud and give you a list of actionable tips on how to stop bad actors from ruining your brand reputation and costing you millions of $$$ yearly.
Coupon fraud or promotion abuse happens when an individual intentionally takes advantage of a coupon offer or promotion by using a coupon they are not eligible for, redeeming the promotion multiple times, or using counterfeit coupons in other ways for monetary gain. Businesses worldwide use coupons and promotions to attract and engage potential customers; however, they find it increasingly challenging to target and control coupon usage. Coupon fraud is a threat to both businesses and customers who may be wrongly accused of coupon misredemption or pay more due to retailers trying to mitigate the losses that stem from discount abuse.
Promotion abuse may take a variety of forms, as the creativity of fraudsters is endless. Let's have a look at some of the most common types of coupon fraud that affect ecommerce businesses:
Old tactics like captchas are no longer enough. Bots powered by AI can mimic human behavior, learn from failed attempts, and persist until they succeed. What can you do about it, though?
Fraudsters use AI to create email addresses that pass form validation and look legit. They exploit:
Fraudsters now analyze historical patterns, like “10% off every Friday at 9 AM”, to strike at the perfect moment. Common abuses include:
Here are some common misconceptions on promotion abuse that still hold brands back from taking action:
Adequate limits on coupon usage translate into a more accurate ROI and more conversions. By implementing the following tips to your coupon strategy, you can eliminate misuses that misshape campaign metrics and burn your promotional budget.
Here’s how to safeguard your campaigns from fraud, organized into technical implementations and strategic planning steps.
Even with advanced anti-fraud systems, weak coupon formats can still expose you to abuse. If your codes follow simple patterns like THANKU##, they’re easy to guess. Instead, use randomly generated, alphanumeric codes 8–12 characters long – with 63 possible characters, an 8-digit code yields over 248 trillion combinations.
To minimize risk:
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Whether you're running a promotion or generating promo codes, set redemption limits that match your campaign goals:
The most common setup is one redemption per customer, ideal for new customer acquisition and public code campaigns. It also supports clean A/B testing.
The more appealing the offer and the longer it runs, the more likely it is to attract fraud. Always set clear start and end dates for your coupon campaigns to avoid overspending and abuse.
Well-defined timeframes help align with business goals, protect margins, and drive faster engagement – all without extra dev effort.
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When running a unique coupon code campaign, assign codes to legitimate customers. This lets you control redemptions, protect high-value offers, and target your most valuable users (e.g., high CLV segments).
Cart- and order-based limits help ensure discounts only apply when they’re profitable. By setting minimum spend thresholds and product-specific rules, you can boost upselling and cross-selling while protecting margins.
Examples of smart promotion restrictions include :
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Some customers may try to cheat your promotions using fake or duplicate email addresses. Here’s how to guard against mail fraud:
To stop email fraudsters, you can integrate third-party email intelligence tools, like AtData. Their system flags new or suspicious emails, especially from disposable domains, by analyzing:
Beyond email, AtData can pair signals like IP address, name/address matches, and phone validation to detect fake multi-account activity. Flagging disposable emails or those with no behavioral footprint is one of the simplest ways to reduce promo abuse and protect revenue.

See how to build a fraud prevention workflow with Voucherify, Wyng, and AtData >
Track user behavior with tools like Google Analytics or Woopra to spot red flags — such as immediate referrals or cart abandonment after sign-up without browsing. Legitimate customers typically explore first. Pair this with a web beacon to monitor IP addresses and device fingerprints. If the same source registers repeatedly, you can flag or block suspicious activity before it escalates.
Use a promotion software with campaign analytics to monitor redemption rates and compare results at a glance. This helps identify promotion abuse quickly and refine future campaigns.
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Running an open-for-all coupon campaign? Be strategic about how and where you distribute codes. Always assign each code to a specific marketing channel to track ROI accurately.
Combining multiple promotions can be appealing to customers, but stacked discounts can quickly drain your budget if not managed carefully.
To stay in control:
Discount stacking isn’t bad by default, it just needs smart rules. With the right setup, you can attract shoppers without risking your margins.
Learn more: What is discount stacking?
Internal misuse is a real threat. If too many employees have access to your promo tools, you risk unauthorized code creation and abuse.
Start by restricting how and when discounts can be used.
Reduce the appeal of abuse by offering rewards that don’t carry high resale value.
Free giveaways attract fraudsters, especially when there’s no spend required. Instead:
Don’t launch blindly – simulate real-world abuse before going live.
Fraud often sneaks in through unclear rules or third-party promotions. To prevent that:
Your internal team is the first line of defense. Ensure marketing, dev, and support teams understand the risks of open campaigns. Run internal audits or training on:
To stay within budget, use these key controls in your promotion campaigns:
These limits can align with your overall budget or be set per campaign.
Promotion fraud often follows patterns. Be on the lookout for: