Product Metrics & Debugging Scenarios
Overview
This question evaluates product management skills in product analytics, data instrumentation, metric selection, and operational troubleshooting for large-scale consumer mobile products while acknowledging privacy and compliance constraints.
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Jul 4, 2025, 8:28 PM
Product Manager
Onsite
Product / Decision Making
6
0
Product / Decision-Making Onsite Prompts
Context: You're a PM candidate evaluating data, metrics, and operational plans for large-scale, consumer products. Assume a modern mobile app ecosystem, global user base, and standard privacy/compliance constraints.
1) What data should a maps product collect to power and improve real-time traffic?
2) Which north-star and supporting metrics would you track for Facebook Live?
3) Messenger engagement suddenly drops — detail a step-by-step debugging plan.
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