Web-mobile averaged 18K–22K weekly searches and ~4,500 purchases — the dominant channel by volume. The app, despite better conversion and retention metrics, had only 2K–3K weekly searches and ~700 weekly purchases.
The smart banner already in place went largely unnoticed. The challenge: design an intervention that could shift high-intent users to the app without cannibalizing web revenue.
Using Mixpanel, we mapped behavior across both funnels. Two patterns shaped the solution.
Defining scope was as important as the design itself.
Using Mixpanel, we mapped behavior across both funnels. Two patterns shaped the solution: in-app purchases had a consistently higher completion rate than web, and high-intent moments in the web funnel — schedule selection and post-purchase — weren’t being used to prompt a channel switch at all.
App purchases rose ~30% and that new level held for weeks after the modal was turned off. A structural shift in the user base, not a temporary spike.
The −6% drop in web-mobile conversion was expected — new app users typically need more interactions before completing a first purchase. What mattered was the net result across channels.
Este proyecto me quedó más bonito :3
Este proyecto me quedó más bonito :3