Junior Analyst: Prioritize Your Next Experiment with Runway Forecast

Who This Helps

You're a junior analyst who wants to stop spinning your wheels. You have data, but you're not sure which experiment to run next. This is for you if you're working through the Founder Finance Basics Mission Pack and need to prioritize like a calm founder.

Mini Case

Meet Ben. His startup's revenue is up 20% this quarter, but cash is flat. He's got three experiments on the table: a pricing tweak, a new ad channel, and a feature launch. Each needs time and money. Ben uses the Runway Forecast mission from the course to see that his runway is only 12 months. That means he can't afford a long-shot experiment. He picks the pricing tweak—it has a 7-day test cycle and could improve unit economics by 15%. That's his highest-impact move.

Do This Now (5 Steps)

1. Open your Runway Forecast mission from the Founder Finance Basics Mission Pack. Look at your cash runway in months.
2. List your next three experiment ideas. For each, write down the expected cost and time to test.
3. Calculate the potential impact on unit economics for each idea. Use the Unit Economics Snapshot card from the course.
4. Rank experiments by impact divided by cost. The one with the highest ratio wins.
5. Write one clear recommendation sentence. Example: "Run the pricing scenario test first because it costs 3% of runway and could boost gross margin by 12%."

Avoid These Traps

• Don't pick the experiment that sounds coolest. Pick the one that keeps you alive longest.
• Don't skip the cost estimate. A cheap test that fails is still a win. An expensive test that fails hurts.
• Don't forget to check your CAC payback. If your payback period is over 12 months, don't spend on growth experiments.
• Don't analyze forever. Set a 2-hour time box to do this prioritization.

Your Win by Friday

By Friday, you'll have one experiment picked, one recommendation written, and one less headache. You'll know exactly where to focus your effort. Plus, you'll sound like a pro when your boss asks, "Why this experiment?" You'll say, "Because it gives us the biggest bang for our runway buck." And that's a win.