Who This Helps
You're a founder operator juggling a dozen ideas. Every experiment feels urgent, but you know most won't move the needle. You need a fast way to pick the one test that actually matters this week.
Mini Case
Meet Priya. She runs a SaaS product and her team has three experiment ideas: simplify onboarding, add a referral popup, and change the pricing page. Last month, only 12% of new users completed the activation step within 7 days. Priya used her activation definition (one action + one time window) from the Product Metrics Basics course to rank the ideas. She picked the onboarding fix because it directly targets that 12% gap. The result? Activation jumped to 18% in two weeks.
Do This Now (5 Steps)
- Pull your activation metric. Open your analytics and find the percentage of users who complete your key action within your chosen time window. If you don't have this defined yet, start with one action and one window (like "send first message within 3 days").
- List your next three experiment ideas. Write them down. No filtering yet. Just get them out of your head.
- Score each idea against your activation gap. Ask: "Does this experiment directly improve the activation metric?" If yes, give it a high score. If it only touches a secondary metric, give it a low score.
- Pick the idea with the highest score. That's your next experiment. No committee needed. You just saved hours of debate.
- Set a one-week deadline. Run the experiment for 7 days. Check if activation moves. If it does, keep going. If not, pick the next idea from your list.
Avoid These Traps
- Don't chase shiny objects. A referral popup sounds fun, but if activation is broken, fix that first. Prioritize the bottleneck.
- Don't overthink the score. A simple 1-3 scale works. You don't need a complex formula.
- Don't run three experiments at once. You'll split your focus and learn nothing. One test, one week, one metric.
- Don't ignore guardrails. While you optimize activation, keep an eye on your North Star and guardrails from the course. Don't break retention while fixing onboarding.
Your Win by Friday
By Friday, you'll have one experiment running that directly targets your biggest activation gap. You'll know exactly why you picked it. And you'll have a repeatable process for next week. That's faster decisions, less noise, and more impact. Plus, you'll feel like a prioritization ninja (cape optional).