Lyft Product Improvement: Rider Journey From Ride Confirmation to Trip End

You are a product manager at Lyft and are asked to improve the experience after a ride has been booked. Define what that part of the experience includes, decide which stage of it and which users to focus on, propose and prioritize improvements, and explain how you would measure whether they worked. ```hint Find where booked rides fail Walk through everything that happens between confirming a ride and the trip being over, and look for the stage where a booked ride is most likely to be cancelled or to leave the rider frustrated. Let that stage decide your segment and your solutions. ``` ### Clarifying Questions - Where does "post-booking" end: at pickup, at drop-off, or does it include what happens after the trip, such as receipts, ratings and lost items? - Is the focus riders only, or may the improvement also target the driver's side of the same trip, for example the pickup handoff? - Is the goal more booked rides that end in a completed trip, higher rider retention, or a stronger sense of safety and trust? - Should the answer cover on-demand rides only, or rides scheduled in advance as well? ### What a Strong Answer Covers - A map of the post-booking journey and an explicit, reasoned choice of which stage to improve - A deliberately chosen rider segment with concrete pain points for that segment - Several solutions prioritized by impact and effort, with one developed in enough detail to build - Success metrics tied to completed and repeat rides, with guardrails for drivers and wait times - Risks specific to ride-hailing: driver burden, location accuracy, privacy and safety ### Follow-up Questions - Your change lowers rider cancellations, but drivers report spending longer at pickups. What do you do? - How would you test a pickup feature when riders in the treatment and control groups share the same drivers and curbs? - How would your plan change for rides booked a day in advance?