Prioritize Experiments Like a Growth Marketer: Weekly Scoreboard

Who This Helps

This is for growth marketers who juggle 20 channel metrics and need one clear priority. If you are tired of random A/B tests and want a calm, data-backed way to pick the next experiment, this is for you. The Metrics & Dashboards Basics course shows you how to build a weekly scoreboard that does the heavy lifting.

Mini Case

Meet Maya. She runs growth at a SaaS startup. Her team tracks 20 numbers: email open rates, ad CTR, trial signups, churn, and more. Every Monday, they argue about what to test next. Last month, they ran 3 experiments at once. None moved the needle. Maya spent 12 hours digging through dashboards and still picked the wrong priority.

After she built a weekly scoreboard with guardrails (a mission in the course), she saw that trial activation was 15% below target. That one metric was blocking everything. She focused her next experiment there. In 7 days, activation hit target, and revenue followed.

Do This Now (5 Steps)

1. Pick your North Star metric. This is the one number that tells you if your growth engine is healthy. For Maya, it was weekly active users.
2. List 3 supporting metrics. These are the levers that move your North Star. Maya chose trial signups, activation rate, and first-week retention.
3. Set realistic targets. Use past data. Maya set activation at 40% (it was 25%).
4. Build a weekly scoreboard. List your North Star and supporting metrics in one view. Add a green-yellow-red guardrail for each. Green = on track, yellow = needs attention, red = must fix.
5. Pick one red metric each week. That is your next experiment. No more guessing. No more 3 experiments at once.

Avoid These Traps

• Tracking 20 numbers. You will drown. Stick to 4-5 metrics max.
• No targets. A number without a target is just noise. Set a realistic target.
• No guardrails. Without red/yellow/green, you will miss the urgent problems.
• Running multiple experiments. Focus on one red metric. One test. One result.
• Changing metrics weekly. Pick your North Star and keep it for at least 3 months.
• Ignoring data quality. If your dashboard shows 120% conversion, something is broken. Fix the data first.
• Overcomplicating the layout. A cluttered dashboard hides insights. Use sections: North Star, supporting metrics, and alerts.
• Forgetting to celebrate. When you move a red to green, take 5 minutes to high-five your team. You earned it.

Your Win by Friday

By Friday, you will have a one-page weekly scoreboard with your North Star, 3 supporting metrics, and guardrails. You will know exactly which experiment to run next. No more guesswork. No more wasted effort. Just one clear priority that moves your channel metrics.

And honestly? That feels way better than another Monday argument.