Lyft product health monitoring: choosing and organizing the dashboard metrics
Company: Lyft
Role: Product Manager
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Other
You are the product manager for Lyft. Describe the dashboard you would build to tell whether the app is healthy: what health means here, which metrics belong on it, how you would organize them, and how the dashboard would be used day to day.
```hint Start from one trip
Trace a single trip from opening the app to being dropped off, and ask which number would move first if any step along the way broke.
```
### Clarifying Questions
- Does "the app" mean the rider app, the driver app, or Lyft's ride-hailing product as a whole?
- Who reads the dashboard and how often: the product team every day, or leadership in a weekly review?
- Is "health" about business performance, product and technical reliability, or both?
- Should it cover every market and ride type, or a single city or service?
### What a Strong Answer Covers
- A definition of health for Lyft, plus the dashboard's audience and how often it is read
- A lead metric with the reason for choosing it, and the supporting metrics organized beneath it
- How the chosen scope reflects the dependence between rider demand and driver supply
- Quality, safety and reliability signals alongside growth and revenue
- Segment cuts, alert thresholds, and how a team would act when a number moves
### Follow-up Questions
- Completed rides drop sharply in one city over a single week. How would you use the dashboard to find the cause?
- If leadership allowed only one number on the dashboard, which would you keep, and what could it hide?
- How would the dashboard differ if you owned the driver app instead?
Overview: A product metrics question asking how a Lyft product manager would build a dashboard to monitor the health of the app. It tests defining health for a two-sided ride-hailing marketplace, choosing a lead metric and supporting metrics, structuring the dashboard, and using it to diagnose problems.