Prioritize Experiments Like a Growth Marketer: Activation First

Who This Helps

You're a growth marketer drowning in experiment ideas. Every channel team wants their pet project done first. But you need to move channel metrics without guesswork. The Product Metrics Basics program is built for exactly this moment.

Mini Case

Meet Priya. She runs growth at a SaaS startup. Her team has 12 experiment ideas on the board. Last month, they ran 3 tests that moved nothing. Priya used the Activation Definition mission from Product Metrics Basics to define activation as "complete onboarding in 7 days." She then prioritized experiments that directly impacted that metric. Result? One experiment—a simplified email sequence—lifted activation by 18% in two weeks. No more guesswork.

Do This Now (5 Steps)

1. Pick one metric that matters. Start with activation. Define it as one action within one time window. For example, "user sends first message within 7 days."

1. List your next 5 experiments. Write them down. No filtering yet. Just get them out of your head.

1. Score each experiment against your metric. Ask: "Will this move activation by at least 5%?" If yes, it stays. If no, it goes to the backlog.

1. Choose the top scorer. That's your next experiment. Run it this week. No distractions.

1. Set a one-week deadline. Commit to a result. If you don't see a 3% lift, kill it and move to the next.

Avoid These Traps

• The shiny object trap. Don't chase every new channel idea. Stick to your activation metric.
• The "let's test everything" trap. Running 5 experiments at once means you learn nothing. Pick one.
• The vanity metric trap. Page views don't equal activation. Use a real action like sign-up or first purchase.
• The perfectionism trap. Your activation definition doesn't need to be perfect. Start with a 7-day window and adjust later.

Your Win by Friday

By Friday, you'll have one experiment running that directly targets your activation metric. You'll know within 7 days if it works. If it lifts activation by 5% or more, you just found a repeatable growth lever. If not, you saved your team from wasting a month on a dud. That's focus without the fluff.