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Growth Marketer · Product Metrics Basics

Automate Reporting: Product Metrics Basics for Growth Marketers

Stop manual updates. Use AI to keep your channel metrics fresh and trustworthy.

Who This Helps

You're a growth marketer who wants to move channel metrics without guesswork. You're tired of updating reports by hand and losing context every week. The Product Metrics Basics course is built for you.

Mini Case

Meet Priya. She's a growth marketer at a SaaS company. Her team tracked activation three different ways—no one agreed on the definition. Priya used the course to define activation as one event ("completed onboarding") within a 7-day window. She set up a simple AI alert to flag when activation dropped below 12%. Result: her team caught a bug in 2 days instead of 2 weeks.

Do This Now (5 Steps)

  1. Pick one metric to automate. Start with activation—it's the most common drift culprit.
  2. Define it clearly. Use the course's Activation Definition mission: one event + one time window + required steps.
  3. Set up an AI check. Ask your reporting tool to send a weekly summary of that metric's trend.
  4. Add a guardrail. From the North Star & Guardrails mission, choose one guardrail (like "daily active users must stay above 500").
  5. Review once a week. Spend 15 minutes on Friday checking the AI summary. Adjust if the number moves.

Avoid These Traps

  • Don't track the same action three ways. Use the Event Taxonomy mission to agree on 5 key events with required properties.
  • Don't optimize the wrong thing. Without a North Star, you'll chase vanity metrics. The course helps you pick one.
  • Don't skip the segment cut. The Segment Snapshot mission shows where activation breaks—fix that first.
  • Don't automate everything. Start with one metric. Add more after you trust the process.

Your Win by Friday

By Friday, you'll have one automated report for activation. You'll know if it's above or below your 12% threshold. No manual updates. No guesswork. Just a clear number that keeps your team honest.

And hey—you'll finally stop asking "Wait, which definition are we using this week?"