TextIntermediate

Explain a statistical result to a non-technical exec

Max Submitted by Max Added today
Here's the result: {{paste the numbers — effect size, confidence interval, p-value, sample size, whatever you have}}. Method: {{what you did}}. Audience: {{role}}, who will use it to decide {{decision}}.

Write the explanation in this order:
1. The one-sentence answer to their actual question, in their units — revenue, customers, hours — not in statistical language.
2. How confident we are, expressed as a range of real-world outcomes rather than as a p-value.
3. What would have to be true for this to be wrong, in plain terms.
4. What this result does not say — specifically the conclusion they're most likely to jump to.
5. The one thing that would meaningfully increase confidence, and what it would cost.

Ban these words entirely: significant, correlation, robust, directionally. If a sentence needs one of them, rewrite the sentence.

Then give me the single slide version: one number, one sentence, one caveat.

How to use it

Point 4 is where you earn trust. Naming the wrong conclusion before they reach it is the whole job.

Compatible popular AI tools

These tools are mapped to this prompt based on their capabilities.

People who liked this prompt

7 community likes