Who This Helps
You're a Junior Analyst who wants to stop spinning your wheels on low-impact experiments. You need a simple way to prioritize the next test so your recommendations actually get shipped. This is where the Product Portfolio Strategy course comes in—it teaches you to size bets and sequence work like a pro.
Mini Case
Imagine you have three experiment ideas: A (increase sign-ups by 12%), B (reduce churn by 7%), and C (boost engagement by 3%). You only have capacity for one this week. Using the Portfolio Map mission from the course, you quickly see that A has the highest potential impact and the lowest effort. You ship it in 3 days, and the 12% lift makes your manager smile. That's the power of focusing on the highest-impact move.
Do This Now (5 Steps)
- List all your experiment ideas on a single page. Don't overthink it—just get them out.
- Add rough sizing: estimate effort (hours) and confidence (low, medium, high). Use the Bet Sizing mission as your guide.
- Rank by potential impact. Ask: "Which one moves the needle most?"
- Pick the top experiment and set a clear recommendation. For example: "Run A because it gives 12% lift in 3 days."
- Share your one-page portfolio with your team. This keeps everyone aligned and avoids scope creep.
Avoid These Traps
- Don't try to prioritize everything at once. Focus on one experiment per week.
- Don't skip the confidence check. A high-impact idea with low confidence might waste time.
- Don't forget to define what must not get worse. The Portfolio Guardrails mission helps here.
- Don't overcomplicate the sizing. A rough estimate is better than no estimate.
- Don't keep your analysis in your head. Write it down so others can see your logic.
- Don't ignore kill criteria. If an experiment fails early, kill it fast and move on.
- Don't assume more data is always better. Ship with what you have.
- Don't forget to celebrate the win. Even a small lift is progress.
Your Win by Friday
By Friday, you'll have shipped one clean analysis with a clear recommendation. Your team will see you as the go-to person for prioritizing experiments. And you'll have more energy for the next big bet—because you're not wasting time on low-impact moves. That's a win worth celebrating (maybe with a coffee).