Who This Helps
You're a product manager who wants to stop guessing and start deciding. You have a backlog of ideas, but you're not sure which experiment will actually move the needle. This is for you.
Mini Case
Meet Sarah, a PM at a SaaS startup. She had three experiment ideas: improve onboarding, add a new feature, and run a pricing test. She used the Founder Finance Basics Mission Pack to prioritize. She looked at unit economics and saw that her CAC payback was 12 months—too long. She ran a pricing scenario model and found that a 15% price increase could reduce churn by 8%. That became her top experiment. She focused on that one move and saw a 10% lift in monthly recurring revenue within 30 days.
Do This Now (5 Steps)
- List your top three product questions. Write them down. No judgment yet.
- Map each question to a metric. For example, "Will this reduce churn?" maps to churn rate.
- Check your unit economics. Use the Unit Economics Snapshot mission to see your real numbers.
- Run a quick payback triage. The CAC Payback Triage mission tells you which channels are safe to test.
- Pick the experiment with the biggest potential impact on cash or retention. That's your priority.
Avoid These Traps
- Falling in love with a feature. Don't test what's fun to build. Test what moves a number.
- Ignoring your runway. If you have 6 months of cash, don't run a 3-month experiment on a low-impact idea.
- Testing too many things at once. You'll get noise, not signals. Pick one.
- Forgetting to set a stop rule. Decide upfront: if the metric doesn't move by 5% in 2 weeks, kill it.
- Using gut feel over data. Your gut is great for ideas, not for prioritization.
- Not involving your finance team. They have the numbers you need for the Runway Forecast mission.
- Thinking a failed experiment is wasted time. It's not. It's a clear answer you can act on.
- Overcomplicating the decision. Three criteria: impact, confidence, effort. That's it.
Your Win by Friday
By Friday, you'll have one experiment chosen, a clear success metric, and a stop rule. You'll know exactly why this move is the highest-impact one. And you'll have a simple one-pager from the Pricing Scenario Guardrails mission to back it up. That's a decision you can explain to anyone—and sleep well at night.