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Product Manager · Metrics & Dashboards Basics

Automate Your Weekly Scoreboard with AI

Stop manual updates. Let AI keep your metrics fresh so you focus on decisions.

Who This Helps

You're a product manager who spends Monday mornings copying numbers into a dashboard. You want to turn product questions into decisions, not data entry. The Metrics & Dashboards Basics course is built for exactly this—calm, weekly reviews without the noise.

Mini Case

Meet Maya. She managed a team tracking 20 numbers. Every week, she spent 3 hours updating a spreadsheet. After she built a weekly scoreboard with guardrails (a mission in the course), she cut that to 30 minutes. Her team now spots issues 2 days faster. The trick? She automated the boring part.

Do This Now (5 Steps)

  1. Pick your North Star metric. Choose one number that tells you if your product is healthy. For Maya, it was daily active users.
  1. Define 3 supporting metrics. These explain why your North Star moves. Maya used sign-ups, retention rate, and feature adoption.
  1. Set realistic targets. Don't guess. Use last quarter's average plus 10% growth. Maya set a 12% weekly retention target.
  1. Build a weekly scoreboard. List your metrics, targets, and current values. Add a simple green-yellow-red guardrail. Green means on track, yellow means watch, red means act.
  1. Let AI refresh the data. Connect your scoreboard to your data source once. Then ask AI to pull the latest numbers every Monday. No copy-paste. No errors.

Avoid These Traps

  • Tracking too many metrics. Stick to 4-5. More than that, and you'll drown in noise.
  • Vague definitions. "Active users" means nothing without a clear time window. Define it.
  • No targets. A number without a target is just trivia. Set a realistic goal.
  • Manual updates. You'll skip them after two weeks. Automate from day one.
  • Ignoring guardrails. Without them, you'll miss slow declines. Red means act now.

Your Win by Friday

By Friday, you'll have a draft weekly scoreboard with your North Star metric, 3 supporting metrics, and targets. You'll know exactly how to automate the refresh. That's one less manual chore and one more calm decision session. Plus, you'll feel like a data wizard without the cape.