Who This Helps
This is for product managers who have a list of experiments and no clear way to pick the next one. You want to stop guessing and start moving the needle. The Product Portfolio Strategy course teaches you to size bets and sequence work so every experiment earns its spot.
Mini Case
Imagine you manage a team that ships three experiments per quarter. Last quarter, you ran two low-impact tests that wasted 40 hours of engineering time. One experiment—a simple pricing tweak—lifted conversion by 12%. But you ran it last, after the team was tired. The lesson: order matters. A structured portfolio approach would have surfaced that pricing test first.
Do This Now (5 Steps)
- List every experiment you're considering this month. Keep it to five or fewer.
- For each one, write down the expected impact (low, medium, high) and the effort (hours).
- Pick the experiment with the highest impact-to-effort ratio. That's your next move.
- Set a clear success metric. For example, "increase sign-up rate by 5% within 7 days."
- Block time on your calendar to review results after the experiment ends. No review, no learning.
Avoid These Traps
- Don't run experiments just because they're easy. Easy tests often deliver tiny wins.
- Don't skip the effort estimate. A high-impact test that takes three weeks might not be worth it this sprint.
- Don't forget to define "done." Without a clear stop condition, experiments drag on.
- Don't ignore the portfolio view. One experiment might cannibalize another.
- Don't let stakeholders pick the next experiment based on gut feel. Use data.
Your Win by Friday
By Friday, you'll have one experiment selected and a one-page plan for it. You'll know exactly what you're testing, why it matters, and how you'll measure success. That's one less decision to second-guess next week. And honestly, it feels pretty good to finally stop the guessing game.