Who This Helps
Founder operators like you. You have a list of experiments, but you're not sure which one to run next. You want to stop guessing and start moving with confidence.
Mini Case
Meet Sarah, a founder operator at a growing SaaS company. She had 12 experiments on her board. After applying the Product Portfolio Strategy approach, she sized each bet by potential impact and confidence. She found that one experiment—a simple pricing tweak—had a 70% chance of boosting revenue by 12% in 7 days. She ran that first. It worked. She saved 3 weeks of wasted effort.
Do This Now (5 Steps)
- List your active experiments. Write down every bet you're considering. No filtering yet.
- Add rough sizing. For each experiment, estimate the effort (in days) and the potential impact (in % revenue or user growth).
- Rate your confidence. Use a simple scale: low, medium, high. Be honest. A low-confidence bet might still be worth it if the impact is huge.
- Pick the top three. Sort by impact times confidence divided by effort. This is your priority queue.
- Run the first one. Commit to executing the top experiment this week. No second-guessing.
Avoid These Traps
- Analysis paralysis. Don't spend more than 30 minutes on sizing. Rough is fine.
- Shiny object syndrome. Just because a new idea sounds fun doesn't mean it's the highest-impact move.
- Ignoring confidence. A high-impact bet with low confidence might be a trap. Validate first.
- Forgetting capacity. You can't run 5 experiments at once. Pick one.
- No kill criteria. Define upfront when to stop an experiment. This saves you from sunk cost.
Your Win by Friday
By Friday, you will have a clear #1 experiment to run. You'll know why it's the best bet. You'll save at least 3 days of wasted effort. And you'll feel the relief of a focused plan.