Growth · Funnel Optimization · Product Marketing
How we tripled add-to-cart rate in 90 days — without spending more on ads
13% to 34% ATC in 90 days. No new ad spend. No product changes. Just a funnel audit that found what everyone had missed.
The brief
The ask was straightforward: improve conversions on a service category that had decent traffic but wasn’t converting. The instinct from the team was to run more promotions, maybe rethink pricing.
Before touching either, I wanted to understand why users were leaving — not assume we knew. So we started with a funnel audit.
“The metric you’re asked to fix is almost never the metric that’s actually broken.”
What we found
Three screens were responsible for the majority of drop-off. None of them were on anyone’s radar going in.
What we changed
Validation
Before rolling out the changes site-wide, we A/B tested two variants against the control. The winning variant was clear within three weeks — higher ATC, lower bounce at the pricing screen, and longer average session time on the service page.
The lesson
Every team wanted to fix the conversion problem by spending more — more ads, more promotions, lower prices. But the users were already there. They were arriving, looking around, and leaving because the page wasn’t earning their trust fast enough.
The funnel wasn’t a traffic problem. It was a communication problem.
“Before you spend on acquisition, audit where your existing users are leaving. The cheapest conversion is one you were already getting but losing for a fixable reason.”
- Map where users drop, not just that they drop. Screen-level data tells you where to look. Qualitative research tells you why.
- Check the sequence of information, not just the information itself. The right content in the wrong order still loses users.
- Put reassurance where doubt lives. Reviews at the bottom of a page help nobody. Find the hesitation moment and put proof there.
- Validate with a test before rolling out. Conviction is not a substitute for data. A/B test even when you’re confident.
- Measure the right lag. Funnel changes take time to compound — give it 6–8 weeks before drawing conclusions.



