Who This Helps
You're a founder-operator juggling product and ops. You need faster decisions without drowning in dashboards. The Product Metrics Basics course is your shortcut to a repeatable weekly analytics ritual.
Mini Case
Priya, a founder at a SaaS startup, had a dashboard that showed everything but told her nothing. Activation definitions drifted across teams. One team counted a sign-up as activation; another counted a second login. The result? Conflicting priorities and slow decisions. After she defined activation as one action within a 7-day window, her team cut decision time by 30%. That's the power of a clear weekly ritual.
Do This Now (5 Steps)
- Pick one activation event. Choose a single action (like "complete onboarding") and a time window (7 days). Write it down. Share it with your team.
- List your 5 key events. Create a short event taxonomy: sign-up, activation, core action, retention trigger, churn signal. Add required properties for each.
- Set your North Star and 2 guardrails. Your North Star is the metric that matters most. Guardrails protect against bad optimization (e.g., don't increase sign-ups at the cost of low quality).
- Run one segment snapshot. Pick one user segment (like "trial users") and one step in your funnel. Find where activation breaks. Fix that first.
- Schedule a 30-minute weekly review. Same day, same time. Look at your North Star, guardrails, and one segment. Decide one action for the week.
Avoid These Traps
- Too many metrics. Stick to 5 events and 3 key metrics. More is noise.
- Vague definitions. "Active user" means nothing without a time window and action. Be specific.
- Skipping guardrails. Without them, you'll optimize for the wrong thing (like boosting sign-ups with low-quality users).
- No segment cuts. Aggregated data hides problems. Always look at one segment at a time.
- Irregular reviews. A weekly ritual only works if you do it every week. No exceptions.
Your Win by Friday
By Friday, you'll have a one-page metrics charter: your North Star, 2 guardrails, 5 key events, and one activation definition. Your team will know exactly what to optimize. Decisions will take minutes, not hours. And you'll feel like you're finally steering the ship instead of just bailing water.