Who This Helps
This is for team leads who feel stuck in endless debate about what to test. The Product Decisions Mission Pack gives you a clear framework to cut through the noise. It turns 'I think' into 'we know' what to build next.
Mini Case
Your team has 5 potential feature ideas. You could spend 3 weeks building the wrong one. Sarah, a lead at a travel app, used a simple impact vs. effort score. She found one idea that promised 15% more user engagement for half the build time of the others. That's the one they ran with.
Do This Now (5 Steps)
- List every experiment idea your team is considering. Get them all out of your head and onto a board.
- For each idea, score its potential impact on a scale of 1-10. Be brutally honest. Will it move a key metric or just be nice to have?
- Score the effort to test it, also 1-10. Consider design, development, and analysis time.
- Calculate a simple priority score: Impact Score ÷ Effort Score. The higher the number, the better the bang for your buck.
- Take the top-scoring idea and define the very first action to validate it. Could be a quick user interview or a prototype test.
Avoid These Traps
- Don't let the loudest voice win. The scoring system is the decider.
- Don't confuse 'easy' with 'high impact.' A score of 10/1 (high impact, low effort) is a unicorn. Celebrate a 7/3.
- Avoid analysis paralysis. Scoring should take your team 45 minutes, not 3 days. It's a tool for clarity, not a research project.
- Don't ignore small bets. Sometimes a score of 5/1 (medium impact, super low effort) is the perfect quick win to build momentum. Think of it as a snack between big meals.
Your Win by Friday
By Friday, you'll have a single, scored experiment queue. You'll know exactly which idea your team is tackling next and why. You'll replace 'what should we do?' with 'let's go test this.' That's one less meeting and one big step forward.