Who This Helps
Founders and operators feeling stuck in endless debates about what to build. This is for you if you're tired of gut-feel decisions and want a lightweight system to align your team. The Product Metrics Basics course gives you the foundation to make this a habit.
Mini Case
Your team has 4 potential features: a new onboarding flow, a referral program, a dark mode, and advanced search. You debate for a week. Instead, you score each idea on two simple axes: Potential Impact (1-5) and Effort to Test (1-5, where 5 is high effort). The new flow scores Impact 4, Effort 2. The referral program scores Impact 5, Effort 4. You pick the flow first—it's a high-impact, quick win. You test it with 100 users and see a 15% increase in activation in 7 days. Now you have real evidence, not just opinions.
Do This Now (5 Steps)
- List your ideas. Grab the top 3-5 experiments your team is considering. Write each on a sticky note or in a doc.
- Define your two scoring factors. Use 'Potential Impact' (how much it could move a key metric) and 'Effort to Test' (how much time/resources to run a small experiment).
- Score each idea. Have your core team rate each idea from 1 to 5 for each factor. No decimals, keep it simple.
- Calculate the simple ratio. Divide the Impact score by the Effort score. The idea with the highest number is your best candidate for a fast, focused test.
- Commit to one. Pick the top-scoring idea and define the smallest possible version to test. Your goal is to learn, not to launch a perfect feature. Off you go!
Avoid These Traps
- Paralysis by over-analysis. Don't add more than two scoring factors. More variables just complicate things. Impact and effort are the big two.
- Ignoring the 'test' part. The goal is to run a small experiment, not build the whole thing. If the effort score is a 5, find a way to test a smaller piece of it first.
- Letting the loudest voice win. Use the scores from the whole team. The numbers help depersonalize the debate. It's not your idea vs. mine; it's the high-score idea vs. the low-score idea.
- Forgetting to close the loop. After you run the test, document what you learned and whether the impact score was accurate. This makes your next prioritization round even smarter.
Your Win by Friday
By this Friday, you will have one clear, scored experiment ready to test. You'll have moved from circular discussions to a clear, evidence-backed decision. Your team will know exactly what to work on next. That's a huge win—and you might just get your afternoons back for deep work. The Product Metrics Basics course helps you build on this win by connecting experiments to your core business numbers.