Design metrics for offline mode
Last updated: May 11, 2026
Quick Overview
What metrics would you use to measure the success of onboarding flow? How would you set up tracking?
Compass
May 11, 202610
4
4,292 solved
What metrics would you use to measure the success of onboarding flow? How would you set up tracking?
Compass asks this during the Onsite to assess your product sense and structured thinking. They want to see how you define the problem, identify the target user, prioritize features, and measure success.
What the Interviewer Expects
- Apply a structured framework for product thinking (user, problem, solution, metrics)
- Segment users and identify differentiated needs
- Prioritize features using a clear framework (RICE, ICE, impact vs effort)
- Define comprehensive success metrics across the user funnel
- Consider competitive dynamics and market positioning
Key Topics to Cover
How to Approach This
- Start with the user. Who are they, what problem do they have, and what is their current workaround?
- Use a prioritization framework: impact vs effort, RICE scoring, or ICE scoring.
- Define success metrics using the AARRR framework: Acquisition, Activation, Retention, Revenue, Referral.
- Consider second-order effects. A feature might boost short-term engagement but hurt long-term retention.
Possible Follow-up Questions
- How would you decide to kill this feature if it's not working?
- How would you validate this idea before committing engineering resources?
- How would you handle pushback from engineering on feasibility?
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Problem Framing
To scope the problem of designing metrics for the onboarding flow in offline mode for Compass, we first need to understand the core objectives of the onboarding experience. The goal is to ensure that ...
User & Market Context
The primary users of Compass's offline onboarding flow are real estate agents and brokers who rely heavily on mobile access to their listings and client databases while on the go. It is essential that...
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