Who This Helps
This is for product managers who have a dozen experiment ideas but zero clarity on which one moves the needle. If you're tired of running tests that don't change anything, this is your shortcut.
Mini Case
Meet Zaid, a PM at a B2B SaaS company. He had three experiment candidates: a pricing tweak, a feature add, and a new onboarding flow. He used the Market Intelligence & Positioning course to run a Signal Landscape Scan. He found that 62% of his target ICP's pain points were tied to onboarding. He killed the other two ideas and focused on onboarding. Result: activation rate jumped 18% in 7 days.
Do This Now (5 Steps)
- Run a Signal Landscape Scan – List every market signal you've seen this month. Competitor moves, customer complaints, sales feedback. Don't filter yet.
- Pick the loudest signal – Which one shows up in at least 3 different sources? That's your candidate.
- Map it to your ICP wedge – From the ICP Wedge Choice mission, ask: does this signal hit your core wedge? If not, drop it.
- Estimate impact in 3 numbers – For each candidate, guess: reach (users affected), lift (metric change), effort (days). Multiply reach x lift / effort. Highest number wins.
- Commit to one experiment – Block time this week to design the test. No second-guessing.
Avoid These Traps
- Falling in love with a shiny idea – Just because a competitor launched it doesn't mean your users want it.
- Running too many experiments at once – Split focus kills learning. Pick one.
- Ignoring the evidence gap – If you can't find 3 data points to support a hypothesis, it's a guess, not a bet.
- Forgetting the positioning grid – Use the Positioning Grid mission to compare options objectively. Gut feelings lie.
Your Win by Friday
By Friday, you'll have one experiment prioritized with clear evidence. You'll know exactly why it's the highest-impact move. No more debate. No more wasted sprints. Just a decision you can defend with data. And maybe a little extra time to grab coffee while your team runs the test.