Prioritize Experiments Like a Junior Analyst

Who This Helps

This is for you, the Junior Analyst who wants to stop spinning your wheels. You have a pile of experiment ideas, but only time for one. The Metrics & Dashboards Basics program is your shortcut to picking the winner fast.

Mini Case

Meet Maya. She's a Junior Analyst at a subscription app. Her team wants to test three things: a new onboarding flow, a referral bonus, and a pricing tweak. Maya uses the North Star Metric mission from the program to find the real priority. She checks her weekly scoreboard and sees that the onboarding flow has the biggest gap—only 12% of new users complete it. The other ideas? Nice, but not urgent. Maya recommends the onboarding experiment. The team runs it, and within 7 days, completion jumps to 18%. That's a 50% lift.

Do This Now (5 Steps)

1. Grab your North Star metric. Open your dashboard and find the one number that matters most. For Maya, it was active subscribers.
2. List your experiment ideas. Write down every test you're considering. Keep it to 3-5 max.
3. Score each idea against your metric. Ask: "Will this move my North Star?" Use a simple 1-3 scale. Maya's onboarding scored a 3.
4. Check your supporting metrics. Look at the 3 metrics that feed your North Star. Which one is weakest? That's your target.
5. Pick one experiment. Commit to the idea with the highest score and the weakest supporting metric. Ship it this week.

Avoid These Traps

• Don't chase shiny objects. A flashy referral bonus might look fun, but if your onboarding is broken, fix that first.
• Don't overthink it. You don't need a complex model. A simple score and a gut check are enough.
• Don't ignore your targets. If your supporting metric is already green, move on. Focus where it hurts.
• Don't work alone. Show your scoreboard to a teammate. A second pair of eyes catches blind spots.

Your Win by Friday

By Friday, you'll have one clear experiment to run. No more guessing. No more wasted effort. You'll ship clean analysis with a recommendation your manager can say yes to. And hey, you might even have time to grab coffee before the standup.