Who This Helps
You're a growth marketer who owns channel metrics. You want to move numbers without guessing. But you spend half your week updating spreadsheets and chasing definitions. This is for you.
Mini Case
Meet Priya. She's a growth marketer at a SaaS company. Her team tracks activation as "user does X within 7 days." But three different teams measure it three different ways. One uses sign-up + first action. Another uses sign-up + second action. Priya spends 12% of her week reconciling these definitions. She needs one source of truth.
Priya takes the Product Metrics Basics course. She learns to define activation as one event plus one time window. She builds an activation definition card. Then she uses AI to automate a weekly report that pulls fresh data from her analytics tool. No more manual updates. Her team now sees the same number every Monday.
Do This Now (5 Steps)
- Pick one activation event. Choose the single action that proves a user got value. For example, "completed onboarding."
- Set a time window. Decide how many days after sign-up the event must happen. Start with 7 days.
- Write your definition. Use the format: event + window + required properties. Share it with your team.
- Connect your analytics tool. Use AI to write a simple query that pulls this metric weekly. No coding needed.
- Schedule the report. Set it to run every Monday morning. AI refreshes the data automatically.
Avoid These Traps
- Don't use three different definitions. One team uses "first login." Another uses "first action." Pick one and stick to it.
- Don't overcomplicate your event taxonomy. Keep it to 5 key events. More than that and you'll drown in data.
- Don't skip guardrails. Without a North Star and guardrails, you'll optimize the wrong thing. The course shows you how.
- Don't forget to check your segment. A dashboard that shows all users hides where activation breaks. Cut by one segment, like "free trial users."
Your Win by Friday
By Friday, you'll have one activation definition your whole team agrees on. You'll have an AI-powered report that updates itself. You'll save 12% of your week. And you'll finally know which channel moves the needle without guesswork. That's a win.