Who This Helps
You're a Junior Analyst who just finished a deep dive on revenue data. You have the numbers, but now you need to turn them into a story that gets a thumbs-up from your boss. This is for anyone who wants to ship clean analysis with clear recommendations, not just a pile of charts.
Mini Case
Meet Ben, a founder who runs a SaaS startup. Revenue is up 20% this quarter, but cash is flat. He's confused. You run a quick unit economics snapshot (from the Founder Finance Basics Mission Pack) and find that his customer acquisition cost (CAC) is 12% higher than last quarter, while average revenue per user (ARPU) dropped by 7%. The result: his unit economics are bleeding cash. You recommend pausing a costly ad channel and focusing on retention. Ben approves the change in one meeting.
Do This Now (5 Steps)
- Start with one metric that matters. Pick either CAC payback or runway. Don't try to fix everything at once.
- Build a one-page truth. Use the Unit Economics Snapshot mission from the Founder Finance Basics Mission Pack. Write down revenue, costs, and the gap.
- Add a clear recommendation. For example: "Cut channel A spend by 30% to improve CAC payback from 18 months to 12 months."
- Test your logic with a peer. Ask: "Does this recommendation make sense if we lose 10% of customers?"
- Present it in 3 slides max. Slide 1: the problem. Slide 2: the data. Slide 3: the action. No more.
Avoid These Traps
- Hiding the bad news. If cash is flat, say it. Your boss wants truth, not sugarcoating.
- Using too many metrics. Stick to 2-3 numbers. More than that and you lose the room.
- Forgetting the next step. Always end with a specific ask: "Approve this budget shift by Friday."
- Making it about you. It's about the business outcome, not how smart your analysis is.
Your Win by Friday
By Friday, you'll have shipped a clean analysis that gets a clear yes or no from your stakeholder. You'll know your unit economics cold, and you'll have a recommendation that's ready to execute. That's a win you can take to the weekend.