Abandoned Cart Discounts: Do They Work
Almost every discount code carries a list of excluded products, brands or categories. The exclusions follow a consistent commercial logic rather than being arbitrary.
Margin varies enormously within an assortment
A single retailer sells items at margins ranging from very thin to very wide, and a uniform percentage discount takes the same slice from all of them.
On the thinnest lines that slice exceeds the entire margin, so each sale under the promotion loses money outright.
Excluding those lines is cheaper than setting a lower discount rate, because it preserves the headline figure that makes the promotion attractive.
Suppliers restrict how their goods are promoted
Many brands set conditions on how their products may be advertised and discounted, and retailers agree to these to secure distribution.
Where such a condition exists, the retailer cannot include the brand in a general promotion regardless of its own margin position.
This is why particular manufacturers appear on exclusion lists across many unrelated retailers at once. The constraint originates upstream, not in the shop.
Some categories attract resale
Products with a liquid secondary market, such as gift cards, gaming credit and certain electronics, can be bought at a discount and resold near full price.
That converts the promotion into a transfer of margin to resellers rather than a sale to a customer, with no benefit to the seller at all.
Exclusions on these categories are close to universal and are among the first restrictions added when a promotion is found to be exploited.
New releases do not need help
Recently launched products are usually in a period of strong demand where a discount would be taken by buyers who would have paid full price.
Excluding new lines protects the launch price, which matters because the initial price sets the reference for the product's whole life.
These exclusions tend to be time limited rather than permanent, lifting once the launch period ends and the product enters its normal pricing cycle.
Reading the list is more informative than the discount
The exclusion list describes where the retailer's margin actually sits, since the excluded lines are the ones that cannot absorb a reduction.
An offer with an extensive exclusion list applying only to a narrow slice of stock is materially different from a headline figure applying broadly.
The list also indicates whether the promotion is intended to clear stock or to drive traffic, since those two purposes exclude very different things.