Who This Helps
You're a growth marketer who wants to move channel metrics without guesswork. You have a list of experiments, but you're not sure which one to run first. This is for you.
Mini Case
Meet Priya. She's a growth marketer at a SaaS company. Her team has 12 experiments on the backlog. She picks one that looks promising: a new onboarding email. After 7 days, the activation rate drops by 3%. Ouch. Priya realizes she didn't check her North Star metric or guardrails first. She needed a clear way to prioritize.
Do This Now (5 Steps)
- Define your activation event. Pick one action and one time window. For example, "complete setup within 7 days." This is your activation definition card.
- Create a minimal event taxonomy. List only 5 key events your team tracks. Each event needs required properties. No more, no less.
- Choose a North Star and 2 guardrails. Your North Star is the metric that matters most. Guardrails keep you from breaking the product. Write them down in a metrics charter.
- Cut your data by one segment. Look at activation broken down by user source. Find where it breaks. For example, "users from ads have 12% lower activation than organic."
- Pick the experiment that fixes that break. That's your highest-impact move. Run it next.
Avoid These Traps
- Don't define activation differently across teams. One event, one window. Stick to it.
- Don't track the same action three ways. Use your event taxonomy to keep everyone honest.
- Don't optimize for the wrong thing. Your North Star keeps you focused. Guardrails keep you safe.
- Don't look at aggregated dashboards. Segment your data. Find where the leak is.
Your Win by Friday
By Friday, you'll have a prioritized experiment that directly improves your channel metrics. No more guesswork. Just a clear next move. And maybe a little more sleep.
Fun fact: Priya now runs experiments with confidence. Her team calls her "the metric whisperer." Not bad for a week's work.