Who This Helps
This is for product managers who spend hours every week updating dashboards and answering the same questions. You want to turn product questions into measurable decisions without the grind. The Product Metrics Basics program is built for you.
Mini Case
Priya, a PM at a SaaS company, noticed her team argued about activation definitions every sprint. One engineer tracked sign-up, another tracked first action. Priya used the program's Activation Definition mission to pick one event and one time window. She set a 7-day activation window and saw activation drop from 45% to 33% — a real problem she could now fix.
Do This Now (5 Steps)
- Pick one activation event and one time window. Write it down as your team's single source of truth.
- List your top 5 key events and their required properties. Keep it minimal.
- Choose a North Star metric and two guardrails. For example, weekly active users as North Star, with churn rate and support tickets as guardrails.
- Slice your data by one segment — like new users from a specific channel — and see where activation breaks.
- Use AI to automate a weekly report that highlights changes in activation, retention, and guardrails. Set it to run every Monday morning.
Avoid These Traps
- Don't let definitions drift across teams. One event, one window, one truth.
- Don't track the same action three different ways. That creates confusion, not clarity.
- Don't optimize a metric without guardrails. You might boost activation but kill retention.
- Don't look at aggregated numbers only. A single segment cut can reveal the real issue.
- Don't skip the weekly decision rhythm. It keeps the team honest and aligned.
Your Win by Friday
By Friday, you'll have a clear activation definition, a minimal event taxonomy, and an AI-powered report that updates itself. Your team will stop debating definitions and start making decisions. That's 12% less time in meetings and 3 more hours for real product work.