Who This Helps
You're a founder operator juggling a dozen ideas. Every day you ask: "Which experiment should I run next?" You need a fast, evidence-based way to pick the one move that actually moves the needle. This is for you.
Mini Case
Meet Sarah, founder of a B2B SaaS tool. She had 5 experiments queued: a pricing change, a new onboarding flow, a referral program, a feature request, and a content upgrade. She used the Product Portfolio Strategy approach from the course. She sized each bet by effort (hours) and confidence (low/medium/high). The pricing change needed 40 hours but had high confidence. The referral program needed 10 hours but low confidence. She picked the pricing change first. Result: 12% revenue lift in 7 days. She saved 3 weeks of wasted work.
Do This Now (5 Steps)
- List your active experiments. Write down every idea you're considering this week. No filtering yet.
- Size each bet. Estimate hours needed. Be honest. A 2-hour test beats a 40-hour guess.
- Rate confidence. Low, medium, or high. Use past data or gut feel. No wrong answer.
- Pick the highest-impact move. Multiply confidence by potential outcome. The winner is your next experiment.
- Run it this week. Block time. No distractions. Execute and measure.
Avoid These Traps
- The shiny object trap. New ideas feel urgent. They're not. Stick to your list.
- Analysis paralysis. Don't spend 3 days deciding. Use rough numbers. Move fast.
- The "all at once" mistake. Running 3 experiments at once dilutes focus. Pick one.
- Ignoring capacity. If you only have 5 hours this week, don't pick a 40-hour bet.
- No kill criteria. Decide upfront: if this experiment doesn't show X result by Friday, kill it.
Your Win by Friday
By Friday, you'll have run one focused experiment. You'll know if it worked or not. You'll have data for your next decision. No more guessing. Just one clear move. That's the win.