
Discount Cannibalization: How Much of Your Discount Revenue Was Already Coming
Cannibalization isn't just full-price buyers who'd have paid anyway. There are three kinds — and most stores only ever measure one.
From the team
Notes on recommendations, attribution, and growing revenue from your store.

Cannibalization isn't just full-price buyers who'd have paid anyway. There are three kinds — and most stores only ever measure one.

You'd never spend $50,000 on ads without checking ROAS. Most stores spend more than that on discounts and measure nothing. Here's how to fix it.

Most stores can't tell if a discount created a sale or just discounted one that was coming. A holdout test answers it — here's how to run one without a data team.

Every blanket discount teaches your customers one lesson: if you wait, there's a code. Here's the long-term margin cost — and how to stop training it.

There's no industry-standard discount depth. The right number depends on the shopper in front of you — and most stores never test to find it.

Most stores discount every shopper to convert a fraction of them. Here's how to calculate how much margin you're giving away — and what to do about it.