Who This Helps
You're a Junior Analyst who wants to stop spinning and start shipping. You have data, but you're not sure which experiment to run next. This is for you if you're tired of analysis paralysis and want a clear, repeatable way to pick the move that actually moves the needle.
Mini Case
Meet Priya. She's a Junior Analyst at a growing SaaS startup. Revenue is up 15% month-over-month, but cash is flat. Her boss, Ben, needs a one-page unit economics truth. Priya runs the numbers and finds that while revenue is growing, the cost to acquire each customer has jumped 12% in the last quarter. She uses the Founder Finance Basics Mission Pack to build a unit economics snapshot card. The card shows her that the CAC payback period has stretched from 3 months to 7 months. That's the bottleneck. Now she knows: the next experiment should focus on reducing CAC, not on pricing or new features.
Do This Now (5 Steps)
- Grab your revenue and cost data for the last 3 months. You need at least 90 days of clean numbers.
- Calculate your unit economics. Use the Unit Economics Snapshot mission from the Founder Finance Basics Mission Pack. Find your contribution margin per customer.
- Compute your CAC payback period. Divide your total customer acquisition cost by your monthly gross profit per customer. If it's over 6 months, that's your priority.
- List your top 3 growth channels. For each, calculate the channel-level payback period. One channel might be 4 months, another 10 months. Focus on the worst performer.
- Write one recommendation. Example: "Pause Facebook ads (10-month payback) and reallocate budget to email campaigns (4-month payback)." Ship that as your analysis.
Avoid These Traps
- Don't look at revenue alone. Cash is what keeps the lights on.
- Don't run an experiment without a clear metric. Pick one: CAC, payback period, or churn.
- Don't try to fix everything at once. One experiment, one metric, one week.
- Don't forget to check your runway first. If you have less than 6 months of cash, your experiment should be about survival, not growth.
- Don't ignore the data from your last experiment. Use it to inform the next one.
- Don't overcomplicate your recommendation. One sentence, one action, one owner.
- Don't skip the scenario guardrails. Use the Pricing Scenario Guardrails mission to test your assumptions before you ship.
- Don't work alone. Show your unit economics card to a teammate and ask: "Does this make sense?"
Your Win by Friday
By Friday, you will have a one-page unit economics snapshot card that shows exactly where your biggest bottleneck is. You'll have one clear recommendation for your next experiment, backed by numbers. And you'll know that your analysis is clean, actionable, and focused on the highest-impact move. That's a win you can take to your boss and feel good about.