Who This Helps
You're a team lead who wants to scale a repeatable analytics routine. Your team runs experiments, but you're not sure which one to prioritize next. This is for you.
Mini Case
Meet Noor. She leads a GTM team at a B2B SaaS company. They had 7 experiments lined up, but only bandwidth for 2. Noor used a simple scoring method to pick the one that could increase pipeline by 12% in 30 days. The result? A focused launch that hit 90% of their target in 3 weeks.
Do This Now (5 Steps)
- List all experiments – Write down every idea your team has. No filtering yet.
- Score each on impact – Rate from 1 to 5 how much each could move your key metric (like pipeline or conversion).
- Score each on effort – Rate from 1 to 5 how much time and resources it needs (1 = easy, 5 = hard).
- Calculate priority score – Divide impact by effort. The highest number wins.
- Pick the top one – That's your next experiment. Assign an owner and a deadline.
Avoid These Traps
- Falling in love with a pet idea – Just because you like it doesn't mean it's the best move.
- Ignoring team capacity – A high-impact experiment that burns out your team is a loss.
- Overcomplicating the score – Keep it simple. A 1-5 scale is enough.
- Skipping the deadline – Without a date, the experiment drifts.
- Not revisiting the list – Priorities change. Review your list every 2 weeks.
Your Win by Friday
By Friday, you'll have one experiment picked and a plan to run it. Your team will know exactly what to focus on. No more debate. No more wasted effort. Just a clear next move that moves the needle.
And hey, you might even have time for a coffee break before the weekend.