Who This Helps
This is for growth marketers who are tired of running experiments that feel like a shot in the dark. You have data, but you're not sure which lever to pull first. The Product Metrics Basics course is built for you—it gives you a simple system to pick the experiment that actually moves the needle.
Mini Case
Meet Priya. She runs growth at a SaaS startup. Her team has 5 experiment ideas this week, but only bandwidth for one. Last month, they ran a pricing test that moved revenue by 2%—but wasted 3 weeks on a feature nobody used. Priya needed a way to prioritize without guesswork.
She used the Activation Definition mission from Product Metrics Basics. She defined activation as "user completes step 3 within 7 days." That one definition helped her see that 40% of new users never hit step 3. So she prioritized an onboarding experiment over a pricing test. Result? Activation jumped 12% in two weeks.
Do This Now (5 Steps)
- Pick one channel metric that feels stuck. For example, trial-to-paid conversion or weekly active users.
- Define what "good" looks like using the Activation Definition mission. Choose one action and one time window. Keep it simple.
- List your next 3 experiment ideas on a sticky note. No filtering yet.
- Score each idea against your metric. Which one directly moves that number? Which one is fastest to run?
- Pick the highest-scoring idea and start it today. Block 2 hours to set up tracking.
Avoid These Traps
- Don't run 3 experiments at once. You'll have no idea what worked. Pick one.
- Don't define activation vaguely. "User is engaged" means nothing. Use a concrete event + window.
- Don't ignore guardrails. A North Star without guardrails leads to dangerous optimizations. The Metrics Charter mission covers this.
- Don't trust aggregated dashboards. One segment cut can reveal where activation breaks. The Segment Snapshot mission shows you how.
- Don't skip the event taxonomy. If your team tracks the same action 3 different ways, your data is noise. The Event Taxonomy mission fixes that.
- Don't wait for perfect data. Start with 80% confidence and iterate.
Your Win by Friday
By Friday, you'll have one prioritized experiment that directly targets your channel metric. You'll know exactly why you chose it and how to measure success. No more spinning your wheels. Just one clear move that makes your numbers move.
And hey—if Priya can do it while juggling 5 ideas and a team that loves shiny objects, you can too.