Who This Helps
Product Managers who want to stop debating and start deciding. If you're tired of experiments that feel like shots in the dark, this is for you. The Finance Basics for Operators course gives you the one-page finance card to turn product questions into measurable decisions.
Mini Case
Meet Viktor. He's a PM at a SaaS startup. Last week, his team ran three experiments. One improved onboarding by 12%, one cut churn by 7 days, and one did nothing. Viktor had no clue which to double down on. He used the Unit Economics Snapshot mission from the course. He calculated contribution margin for each feature. The onboarding experiment had a margin of 45%, the churn fix had 22%. He picked the onboarding experiment. His team focused effort on the highest-impact move.
Do This Now (5 Steps)
- Grab your unit economics. Pull your average revenue per user and variable cost per user. If you don't have this, start with your top product line.
- Calculate contribution margin. Subtract variable cost from revenue. Divide by revenue. That's your margin percentage.
- List your top three experiment ideas. Write down the expected impact on margin or volume. Be honest about assumptions.
- Score each idea. Use a simple 1-3 scale for impact and effort. Multiply them. Highest score wins.
- Commit to one experiment. Block time this week to run it. No second-guessing.
Avoid These Traps
- Confusing profit with cash. Viktor learned this in the Cash vs Profit Reality mission. Profit can look great while cash is drying up. Always check your runway first.
- Ignoring fixed costs. A feature might boost margin but add server costs. Factor in all costs, not just variable ones.
- Overthinking. You don't need a perfect model. A rough 80% accurate number beats a perfect guess next quarter.
- Running too many experiments at once. Focus on one. You'll learn faster and avoid burnout.
- Forgetting to check break-even. Use the Break-even Scenario Card mission to see how many units you need to sell to cover costs. If it's 3x your current volume, rethink.
Your Win by Friday
By Friday, you'll have one experiment prioritized with a clear unit economics reason. You'll know exactly why it's the highest-impact move. No more guessing. No more debates. Just a decision you can defend with numbers. And maybe a little extra time for coffee.