Metrics question

How do you measure the success of Google Search?

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What this question tests

Ability to build a metric framework for a core, mature product where 'success' has multiple dimensions.

How to approach it

  1. Define what success means for search: users find what they need quickly and trust the results enough to return.
  2. Propose a primary metric: query success rate, for example searches with no reformulation or abandonment within the session.
  3. Propose a speed metric: time to first meaningful result click, since latency directly affects satisfaction.
  4. Propose a quality metric: click through rate on top results combined with human rated relevance scores.
  5. Propose a business guardrail: ad revenue per search should not be optimized at the expense of organic result quality.
  6. Tie these together into a top line health score reviewed regularly, rather than relying on one single number.

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