core practice · system design prompt

Define a north-star metric

Pick a product. Define its north-star metric (one number that captures customer value), 2-3 input metrics that drive it, and a guardrail metric you must not regress.

The mechanism

Good analytics looks like a small tree: one north-star metric that captures the value users get, two or three input metrics that drive it, and one guardrail you must not regress on. If a PM cannot make a tradeoff from this tree alone, the tree is wrong.

Study Product Analytics

Expected evidence

A tree: north-star → inputs → guardrail, each with a one-sentence rationale.

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Hints when you need them
  • North-star is not revenue. It is the value the user gets.
  • A good guardrail is something you would never trade away.

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