Who This Helps
You're a Junior Analyst. You run the numbers, build the models, and write the reports. But sometimes your analysis sits in a drawer. Stakeholders nod, then do nothing. This article helps you ship clean analysis with clear recommendations that turn into approved execution.
Mini Case
Meet Ben, a founder. Revenue is up 20% this quarter, but cash is flat. He needs a one-page unit economics truth. You run the numbers: customer acquisition cost (CAC) is $120, average revenue per user (ARPU) is $80, and gross margin is 60%. Payback period? 2.5 months. That's good. But channel-level data shows paid ads have a 12% higher CAC than organic. Your recommendation: shift 30% of ad budget to content. Ben approves the plan in one meeting.
Do This Now (5 Steps)
- Pull your unit economics. Calculate CAC, ARPU, and gross margin for the last 3 months. Use the Unit Economics Snapshot mission from the Founder Finance Basics Mission Pack.
- Find the bottleneck. Is it CAC, retention, or pricing? For Ben, it was paid ads CAC.
- Build one recommendation. Not three options. One clear action. Example: "Reduce paid ad spend by 30% and reinvest in organic."
- Add a number. Show the impact. "This change saves $4,500 per month in ad costs."
- Present it in one page. Use the CAC Triage Decision Card from the mission pack. Stakeholders love one-page clarity.
Avoid These Traps
- Trap 1: Analysis paralysis. You don't need a 50-slide deck. One page with three numbers and one recommendation wins.
- Trap 2: No recommendation. If you just show data, stakeholders guess. Always end with "I recommend X because Y."
- Trap 3: Ignoring cash. Revenue is vanity, cash is sanity. Always tie your analysis to cash impact.
- Trap 4: Too many metrics. Pick 3-5 key numbers. For unit economics, focus on CAC, payback period, and gross margin.
- Trap 5: Forgetting the audience. Ben is a busy founder. He wants the bottom line, not the math behind it.
Your Win by Friday
By Friday, you'll have a one-page unit economics snapshot for your stakeholder. They'll see the numbers, understand the recommendation, and say "Let's do it." You'll ship clean analysis that turns into real action. And you'll look like the analyst who gets things done.