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🟠 Product Sense: Metric Design

North Star metrics (memorize a few)

Company North Star
Facebook Daily active users
Airbnb Nights booked
Spotify Time spent listening
Slack Messages sent per user per day
Uber Rides completed

The counter-metric test

For ANY proposed metric, ask: "What happens if someone games this?" - "Clicks" → people click but immediately bounce (meaningless) - "Time spent" → people are frustrated and can't find what they need - "Messages sent" → spam bots inflate numbers

This is why you need guardrail metrics — they catch when a win on one dimension creates a loss elsewhere.

Vanity vs actionable metrics

Vanity: total registered users, total page views, total downloads. Only go up. Tell you nothing about health.

Actionable: DAU/MAU ratio (stickiness), retention rate (d1/d7/d30), revenue per user, conversion rate.

Practice Questions

Q: "Total app downloads reached 50 million!" Is this a good success metric?