There's a story most DTC founders tell themselves: if conversion is low, the traffic must be wrong. Wrong demographics, wrong intent, wrong platform. The solution, then, is obvious: better targeting, a bigger ad budget, a different creative angle.
This story is almost always incorrect. And acting on it is expensive. The research is clear and has been for years. The vast majority of shoppers who abandon carts are not doing so because they weren't serious buyers. They're leaving because they encountered a question they couldn't get answered.
The Information Void
of online shopping carts are abandoned before checkout (Baymard Institute, 2024)
Baymard Institute has surveyed tens of thousands of shoppers over many years. Their consistent finding: the number one cause of checkout abandonment is not price. It's incomplete or unclear product information. Shoppers arrive with purchase intent. They leave with unanswered questions.
The Critical Insight
In the vast majority of abandonment cases, the shopper wanted to buy. They had already selected a variant. They had already considered the price. What stopped them was a specific, answerable question about sizing, about compatibility, about a return policy, about a shipping deadline. One that your product page didn't address in the moment they needed it.
Why Discount Recovery Gets It Wrong
The standard playbook for cart recovery is the discount email. Wait 30 minutes after abandonment, fire a 10% off code. It converts some shoppers back. It looks like it's working. But it's a blunt instrument applied to a precise problem.
Offering a 10% discount to someone who left because they couldn't confirm a part fit their model isn't just ineffective. It's expensive.
The discount doesn't answer the question. And even when it does convert someone back, you've now trained your customer base to expect a discount on every purchase. You've eroded margin while solving nothing about the underlying friction.
What Shoppers Actually Need
The friction types that Baymard identifies fall into predictable categories: product fit uncertainty (does this come in my size, will this work with my existing setup), policy ambiguity (what happens if I need to return it, how fast will this actually ship), and comparison hesitation (is this the right variant, is there a better option I'm missing).
None of these require a discount to resolve. They require an answer. And the difference between a store that provides that answer contextually, in the moment of hesitation, and one that doesn't is the difference between a 1.2% and a 3.5% conversion rate.
The Revenue Math
If your store is doing €40,000 per month at 1.2% conversion on 50,000 sessions, moving to 2.5% conversion, without adding a single new visitor, is an additional €62,500 in monthly revenue. The traffic budget you're planning to increase? It would need to more than double just to match that from the acquisition side.
The lever most founders are ignoring isn't at the top of the funnel. It's in the gap between intent and purchase. That gap is made almost entirely of unanswered questions.