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Product Manager · Product Portfolio Strategy

Prioritize Your Next Experiment as a Product Manager

Turn product questions into measurable decisions. Focus effort on the highest-impact move.

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 deciding. The Product Portfolio Strategy course helps you size bets and sequence work so every move counts.

Mini Case

Imagine you have three experiments on your desk. One could boost retention by 12%, another might cut churn by 7 days, and the third is a wild guess. Without a framework, you pick the loudest stakeholder's favorite. That's a trap. Instead, use bet sizing from the course's Bet Sizing mission. Assign rough confidence and effort to each. The retention bet has high confidence and medium effort. The churn bet has low confidence and high effort. The wild guess? Kill it. Focus on the 12% win.

Do This Now (5 Steps)

  1. List your top three product questions. Write them down. No filtering yet.
  2. For each question, estimate the impact if answered. Use a simple scale: low, medium, high.
  3. Rate your confidence in the answer. Be honest. Low confidence means more risk.
  4. Estimate effort to run the experiment. Keep it rough: small, medium, large.
  5. Pick the experiment with high impact, high confidence, and low effort. That's your next move.

Avoid These Traps

  • Don't fall in love with your favorite idea. Let data guide you.
  • Don't overthink the estimates. Rough is fine. Perfect is the enemy of done.
  • Don't ignore the kill criteria. If an experiment fails early, stop it. Save your team's energy.
  • Don't try to run three experiments at once. Focus on one. Finish it.
  • Don't forget to define what must not get worse. That's a guardrail from the Portfolio Guardrails mission.

Your Win by Friday

By Friday, you will have one clear experiment to run. You will know why it matters and how to measure success. Your team will thank you for the focus. And you will feel like a product manager who actually decides, not just discusses. That's a win.