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Junior Analyst · Founder Finance Basics Mission Pack

Prioritize Experiments Like a Junior Analyst

Ship clean analysis with clear recommendations. Focus on the highest-impact move.

Who This Helps

Junior analysts who want to stop spinning and start shipping. If you're drowning in data but your boss asks for a clear recommendation, this is for you. The Founder Finance Basics Mission Pack teaches you to cut through noise and prioritize experiments that actually move the needle.

Mini Case

Meet Priya. She's a junior analyst at a SaaS startup. Revenue is up 12% this quarter, but cash is flat. Ben, the founder, needs a one-page unit economics truth. Priya runs a quick CAC payback triage and finds that one channel has a payback period of 18 months—way over the 6-month target. She recommends pausing that channel and reallocating budget to the channel with a 3-month payback. Ben says yes, and cash starts improving in 7 days.

Do This Now (5 Steps)

  1. Grab your unit economics snapshot. Pull revenue, cost of goods sold, and customer acquisition cost for your top 3 channels.
  2. Calculate CAC payback for each channel. Divide customer acquisition cost by monthly gross profit per customer. Aim for under 6 months.
  3. Rank channels by payback speed. The fastest payback wins first priority.
  4. Write one clear recommendation. Example: "Pause Channel A, double down on Channel B."
  5. Share your analysis with your team. Use the Runway Forecast mission from the course to show how this decision affects cash.

Avoid These Traps

  • Don't overcomplicate. A simple payback calculation beats a fancy model that nobody understands.
  • Don't ignore cash. Revenue up doesn't mean safe. Always check runway.
  • Don't recommend without numbers. Your gut is not data. Show your work.
  • Don't wait for perfect data. Ship the analysis with what you have. You can refine later.
  • Don't forget the founder's context. Ben needs a number he can explain and act on. Keep it simple.

Your Win by Friday

By Friday, you'll have a prioritized list of experiments with clear recommendations. Your team will know exactly which move to make next. And you'll feel like a calm, data-driven analyst who actually helps the business. Plus, you'll have a shiny Unit Economics Snapshot Card from the course to show off.