Lyft Two-Sided Trip Experience: Fixing Bad Rides for Riders and Drivers
Company: Lyft
Role: Product Manager
Category: Product Design & Strategy
Difficulty: medium
Interview Round: Other
You are a product manager at Lyft and have been asked to raise the overall quality of rides, for passengers and for drivers alike. How would you approach it? Explain what ride quality means on each side of the marketplace, which problems you would tackle first, what you would build, and how you would measure whether quality improved.
```hint Define quality for both sides
"Ride quality" is vague on purpose. Break a trip into stages from request to after drop-off, ask what a bad trip looks like at each stage for the rider and for the driver, and look for problems that hurt both sides at once.
```
### Clarifying Questions
- Is there a specific signal behind the ask, such as falling ratings, rising cancellations or more support complaints, or is it a general push?
- Does ride quality include the wait and price before pickup, or only what happens between pickup and drop-off?
- Should I cover every ride type and market, or focus on standard rides in Lyft's core markets in the United States and Canada?
- When an improvement helps riders but costs drivers time or earnings, which side should carry more weight?
### What a Strong Answer Covers
- A definition of ride quality broken into trip stages, with separate quality signals for riders and for drivers
- One prioritized problem chosen for frequency, severity and whether it hurts both sides, rather than a long feature list
- Solutions that respect the two-sided marketplace: what each side sees and does, and the effect on supply, wait times and driver earnings
- A measurable definition of a good trip, with guardrails such as completed trips, driver earnings per hour and safety incidents
- A testing plan that accounts for interference between riders and drivers who share the same city
### Follow-up Questions
- Your pickup change shortens rider waits but adds unpaid minutes for drivers at pickup. What do you do?
- How would you keep drivers from being rated down for things outside their control, such as traffic or price?
- How would you run an experiment on a change that affects how riders and drivers in the same city interact?
Overview: A Lyft product sense question on improving the quality of rides for passengers and drivers at the same time. It tests defining ride quality across every trip stage, choosing a two-sided problem to fix first, designing solutions that respect marketplace effects, and measuring success with guardrails on driver earnings and safety.