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Aurelius · Work & Leadership
Knowledge + Guidance

How do we design an experiment that actually proves demand?

You run tests. People nod. They say it's interesting, they'd probably use it, they like the idea. None of that tells you whether anyone will act. This is not a design flaw. It is the test quietly protecting you from an answer you don't want. A team makes this easier to hide from, not harder. Five people can agree a survey looks good. Agreement feels like progress. It is not progress. Progress is one stranger paying, committing time, or choosing you over something easier — and your group mistaking comfort for data is the thing standing in the way. You do not need a better framework for this. You need to pick one action that costs the customer something real, put one name on it, and fix a date you cannot quietly move. Everything else is decoration you've built to avoid the test.

◆ How this problem reads on the two dials
GuidanceKnowledge
More coaching
Some to learn
1:1 with AureliusWith others (a Pod)
Some one-to-one
Practise with peers
The group already knows how to build a test; what it lacks is the discipline to demand a costly signal and the nerve to accept a no, which is a matter of practice, not instruction.
How the two dials adapt to you →
What’s really going on

An experiment proves demand only when a stranger gives up something real — money, time, or a comfortable alternative — to get what you offer. Stop measuring interest. Measure cost. Build one small test that requires sacrifice, assign it to one person, and set a date before you start.

🔒 What you’ll build togetherUnlock by starting
A moveWrite down the one costly action you're measuring — payment, a hard commitment, time given up — not interest or enthusiasm.
A moveAssign the experiment to one person who owns it end to end; stop designing it by committee meetings.
A moveAgree now, before running it, what result counts as no. Decide this when you're calm, not after you're attached to the answer.
A moveTest on strangers, not warm contacts who feel obliged to be kind to you.
A moveBring the result back to the group even when it says no — especially then. That is the meeting that matters most.
PractiseThe Costly Action Audit · a Pod of 4 · 30 min

What changes unlock by starting

  • A test that returns a real yes or no instead of a comfortable maybe.
  • One clear owner for the next decision, instead of five people quietly waiting for someone else to move.
  • A pod that treats a failed test as information, not a verdict on anyone's worth.
  • Less time spent perfecting the pitch, more time spent in front of people who might actually say no.
One object, two jobs: a public answer to a real problem, and — the moment you start the chat — Aurelius’s live plan for your version of it.