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Growth Marketer · Metrics & Dashboards Basics

How to Prioritize Your Next Growth Experiment for Marketers

Stop guessing what to test next. Use a simple scoring system to focus your effort on the highest-impact move for your channel metrics.

Who This Helps

This is for growth marketers who feel stuck in a cycle of random tests. You know you need to move channel metrics, but you're not sure where to start. The Metrics & Dashboards Basics course gives you the framework to stop guessing. Think of it as your personal experiment GPS.

Mini Case

Sam's team had 15 experiment ideas for their email channel. They argued for a week about which one to run first. They finally picked one based on a hunch. After 30 days, it moved their key metric by only 2%. Ouch. That's a month of effort for a tiny bump.

Do This Now (5 Steps)

  1. List every experiment idea your team has. Put them in a simple spreadsheet or doc.
  2. Define your single most important channel metric right now. Is it open rate? Click-through? Sign-ups? Pick one.
  3. Score each idea on two things: Potential Impact (1-5) and Ease of Implementation (1-5). Be brutally honest.
  4. Add the two scores together. The highest total is your winner. No debate needed.
  5. Block 2 hours this week to build the simplest version of that winning experiment. Seriously, schedule it.

Avoid These Traps

  • The 'Shiny Object' Trap: Don't chase the cool new tactic. Stick to your scoring system.
  • Analysis Paralysis: Spending 3 weeks 'researching' is not an experiment. Build and ship.
  • Ignoring 'Easy Wins': A small-impact, super-easy test you can run in 2 days is often better than a massive, complex one.
  • Changing the Goal Mid-Stream: Don't switch your key metric after you start. You'll never learn anything.
  • Going It Alone: Run your scoring system by one teammate. A quick second opinion saves you from blind spots.
  • Forgetting the Baseline: Always note your starting metric number before you begin. How else will you know if you won?
  • Overcomplicating the Test: Your first version should answer one question, not ten. Keep it simple, captain.
  • Skipping the Debrief: Win or lose, spend 15 minutes writing down what you learned. This is your team's new superpower.

Your Win by Friday

By Friday, you will have one prioritized experiment ready to launch. You'll have a clear hypothesis like, 'Changing our subject line to include a number will increase open rates by 8%.' You'll move from guesswork to a game plan. That's a huge win for your focus—and your metrics.