Who This Helps
This is for Product Managers who sit in meetings where everyone has a different opinion on what to test next. You know the feeling—three ideas, two dashboards, and zero clarity. The Data Storytelling for Stakeholders course is built for exactly this moment.
Mini Case
Meet Li Wei. She manages a SaaS product and her team had three experiment candidates: a new onboarding flow, a pricing page tweak, and a feature upsell. Each had passionate supporters. Li Wei used the Stakeholder Lens mission from the course to map each idea to a measurable decision. She asked: "Which experiment, if it works, gives us the biggest lift in activation?" The onboarding flow won by a 12% margin in projected impact. Her team ran it in 7 days and saw a 9% increase in activated users.
Do This Now (5 Steps)
- List your top three experiment ideas. Write them down. No filtering yet.
- Define the one metric that matters for each. For example, activation rate, retention, or revenue per user.
- Estimate the potential impact. Use past data or a simple range. Low, medium, high works. Put a number on it if you can—like 5% or 15%.
- Check the effort. How many engineering hours? How long to run the test? Rank from quick win to big bet.
- Pick the experiment with the highest impact-to-effort ratio. That's your next move. Tell your team and set a start date.
Avoid These Traps
- Falling in love with your own idea. Let the data speak, not your gut.
- Comparing apples to oranges. Keep the same success metric across all options.
- Ignoring the decision audience. Ask: who needs to approve this experiment? Frame your choice for them.
- Analysis paralysis. You don't need perfect numbers. A directional estimate beats no estimate.
- Forgetting the "so what." An experiment without a clear decision is just busywork.
Your Win by Friday
By Friday, you will have one experiment prioritized, a one-page snapshot ready for your stakeholder, and a clear ask: "Let's run this test starting Monday." That's focus. That's progress. And honestly, it feels way better than another debate in a conference room.