Who This Helps
This is for the Junior Analyst who’s staring at a dashboard full of numbers but can’t see the story. You want to ship clean analysis with clear recommendations. The Product Metrics Basics course shows you how to cut through the noise.
Mini Case
Priya’s team saw overall activation at 40%. Not terrible, right? But when she ran a segment snapshot for users from social media ads, their activation plummeted to 12%. That’s a 28-point gap hiding in the averages. Finding that one leak gave her a crystal-clear experiment to run next.
Do This Now (5 Steps)
- Pick One Segment. Choose the biggest user group you have questions about. Think: source, plan type, or device.
- Map Their Funnel. Track them through your 5 key events from your event taxonomy. Where do they fall off?
- Find the Biggest Drop. Identify the single step with the largest percentage loss. That’s your leak.
- Hypothesize One Fix. Why is the drop happening there? Write one idea to improve it.
- Frame the Experiment. What will you change? How will you measure success in 7 days?
Avoid These Traps
- The Everything Dashboard: A giant aggregated number (like 40% activation) hides the real problems. Always segment first.
- Chasing Small Wins: Don’t optimize a step that goes from 95% to 96%. Go after the step that drops from 70% to 40%.
- Analysis Paralysis: You don’t need perfect data to start. One good segment snapshot is enough to point you in the right direction. Think of it as a flashlight, not a stadium light.
- Ignoring Your Taxonomy: If you’re not using your team’s agreed-upon 5 key events, you’re not speaking the same language. Stick to the list.
Your Win by Friday
By this Friday, you will have one segment funnel snapshot. You’ll know exactly where that group is getting stuck. You’ll walk into planning with a confident recommendation for the team’s next highest-impact experiment. No more guessing games.