Who This Helps
You're a founder operator with a list of experiments and no time to run them all. You need to pick one that actually moves the needle. This is for you.
Mini Case
Meet Sarah, a founder operator at a B2B SaaS startup. She had 7 experiments on her board: a pricing tweak, a new onboarding flow, a feature request from a big client, a referral program, a content upgrade, a chatbot integration, and a performance optimization. She used the Product Portfolio Strategy course's Bet Sizing mission to rank them. The pricing tweak scored highest on impact (expected 12% revenue lift) and confidence (high). She ran it in 3 days. Result: 8% revenue increase in 2 weeks. The other experiments? She parked them for later.
Do This Now (5 Steps)
- List your experiments. Write down every idea you're considering. No judgment. Just dump them out.
- Score each on impact. Estimate the potential outcome. Use a simple scale: low, medium, high. Be honest.
- Score each on confidence. How sure are you? Low means wild guess. Medium means some data. High means you've seen it work before.
- Pick the one with highest impact and confidence. That's your next experiment. Ignore the rest for now.
- Set a 3-day deadline. Run the experiment. Measure the result. Decide to keep, kill, or adjust.
Avoid These Traps
- Don't pick the easiest experiment. Easy feels good but rarely moves the needle.
- Don't wait for perfect data. You'll never have it. Use your best guess and go.
- Don't run two experiments at once. You won't know which one worked.
- Don't ignore low-confidence high-impact ideas. They're risky but could be game-changers. Just test them fast.
- Don't forget to kill experiments. If it's not working after 3 days, stop. No sunk cost.
- Don't overthink the scoring. A simple 1-3 scale is fine. Speed matters more than precision.
- Don't skip the measurement. If you don't measure, you won't learn.
- Don't let stakeholders push their pet projects. Stick to the data.
Your Win by Friday
By Friday, you'll have one experiment running. You'll know its impact within a week. That's one less guess, one more data point. And you'll have a repeatable process for the next decision. Plus, you'll feel like a prioritization ninja. (Ninja skills not guaranteed, but close.)