Cart Recovery Rebuilt On Food Timing
Food does not get reconsidered. A basket abandoned at dinner has either been eaten elsewhere within the hour or stopped being a sale that evening. The journey was rebuilt to fire while the meal is still being decided, and to stop soon after. Anything older moves to the lapsed journeys, because yesterday's cart is a lapsed customer.
Channel order changed with it. App push carries a reminder that can still be acted on. Email arrives after the decision has been taken, so it carries the later touches for customers with no push consent.
Results:
roughly 9 in 10 of recovered cart revenue came through push rather than email
push click-through ran a little ahead of the journey it replaced
The old and new journeys did not run as a clean split test, since volumes were uneven and the changeover was phased, so we claim the channel split, not a revenue uplift. Cart recovery is the part of Pizza Hut's programme already earning, because the timing and the channel were wrong before and are right now.