
Your Discounts Are an Ad Budget You're Not Measuring
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.
From the team
Notes on recommendations, attribution, and growing revenue from your store.

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.