Who This Helps
This is for you, the Junior Analyst who wants to stop spinning and start shipping. You have data, you have ideas, but you need a way to pick the one experiment that actually moves the needle. The Strategy Basics: Competitive Map course gives you a practical framework to do exactly that.
Mini Case
Meet Priya. She's a Junior Analyst at a SaaS company. She has 3 experiment ideas: improve onboarding emails, add a new feature, or run a pricing test. Using the Competitive Map course, she built a Differentiation Grid and found that her biggest competitor had 12% higher retention. She prioritized the onboarding email experiment because it directly addressed that gap. Result: 7 days later, retention improved by 3%. That's a win.
Do This Now (5 Steps)
- List your top 3 experiment ideas. Write them down. No judgment yet.
- Map each idea to a competitor weakness. Use the Differentiation Grid from the course. Find where you can win.
- Estimate impact. For each idea, guess the potential lift in a key metric (like retention or conversion). Be honest.
- Estimate effort. How many hours? How many people? Keep it simple: low, medium, high.
- Pick the one with highest impact and lowest effort. That's your next experiment. Ship it.
Avoid These Traps
- Don't try to fix everything at once. One experiment, one metric. Focus.
- Don't ignore your competitor's strengths. If they're better at something, don't fight that battle.
- Don't overthink the numbers. A rough estimate is better than no estimate.
- Don't forget to check your moat signals. If your experiment doesn't build a defensible advantage, reconsider.
Your Win by Friday
By Friday, you will have one clear experiment to run. You'll know why it matters, how it connects to your competitive map, and what metric you're moving. That's a clean analysis with a clear recommendation. And honestly, that feels pretty great.