Our journey started with a challenge to drive repeat behavior across both Indian and international markets. We began with a loyalty program spanning different verticals—such as home care for repairs and wellness for beauty—designed around explicit loyalty. By leveraging the sunk cost fallacy, where consumers commit upfront to gain future value, and running various experiments to increase attach-rates, we achieved a 167% increase in attach-rates within six months. We later consolidated these individual offerings into a unified membership program that provided value across all available services.

However, value doesn’t always need to be monetary. We realized we could offer immense value through priority slot booking, a guarantee to assign their favorite professional every time, dedicated customer support, and, most importantly, making routine services completely effortless.

Yet, while the membership program was a massive win, high-CAC markets like the UAE, Singapore, and Australia introduced a different hurdle: the "Clean Slate" effect. The moment a professional left a consumer's house, the relationship reset to zero. We found ourselves re-earning the user's intent for every single booking—a losing game when acquisition costs are sky-high.

We weren't operating in the dark, though. Armed with insights from our successful membership launch and data from a previous feature I owned—which allowed consumers to request their favorite professionals—we knew exactly where the friction lay. To win in premium markets, we needed to pivot from explicit loyalty (pay-to-join) to implicit loyalty (habitual use). We engineered Scheduled Bookings as a frictionless, "set-it-and-forget-it" engine. The goal was simple: eliminate the future decision points.