Who This Helps
You're a founder operator juggling a dozen ideas. Every experiment feels urgent, but your team can only run one at a time. You need a fast, repeatable way to pick the winner without drowning in data.
Mini Case
Meet Sarah, a founder at a B2B SaaS startup. She had three experiments lined up: a pricing change, a new onboarding flow, and a referral program. Each felt equally important. She used the Product Portfolio Strategy approach from the course's "Bet Sizing" mission to rank them by confidence and effort. The pricing change had 80% confidence and took 2 days. The referral program had 40% confidence and needed 3 weeks. She ran the pricing experiment first. Result: a 12% revenue lift in one week. Her team saved 19 days of wasted effort.
Do This Now (5 Steps)
- List your next three experiments. Write them down on one page. No more than three.
- Rate each on confidence. Use a simple scale: high (80%+), medium (50-79%), low (under 50%). Be honest.
- Estimate effort in days. How many calendar days from start to a clear yes/no? Round up.
- Pick the one with highest confidence and lowest effort. That's your next move. If tied, pick the one that teaches you the most.
- Block 30 minutes tomorrow to start. No analysis paralysis. Just begin.
Avoid These Traps
- Falling in love with the big idea. A 3-week experiment with low confidence is a gamble, not a test.
- Waiting for perfect data. You don't need it. Use your gut and move. You can adjust later.
- Running two experiments at once. Split focus means split learning. Pick one.
- Ignoring the "kill criteria." Define upfront what tells you to stop. The course's "Kill Criteria" mission covers this.
- Letting stakeholders vote. They have opinions, not evidence. Use your compact evidence instead.
Your Win by Friday
By end of week, you'll have one experiment running with clear success metrics. You'll know by next Tuesday if it worked. That's faster than your usual two-week debate cycle. And you'll have a repeatable method for every future decision. Plus, you'll feel lighter—no more second-guessing. That's a win worth celebrating with a coffee break. Seriously, take one.