What it does
A marketing campaign generated 15% more sales—but is this a real result or could it have happened by chance? When you make decisions based on numbers without testing whether they are statistically valid, you risk replicating something that was pure luck. This prompt conducts proper hypothesis testing for your business data and tells you with confidence whether the results you observed are real. Use it before scaling a campaign that appears to be working, when you need to compare two periods or two groups, or when leadership questions whether a result is significant.
When to use
- A marketing campaign generated 15% more sales—but is this a real result or could it have happened by chance? When you make decisions based on numbers without testing whether they are statistically valid, you risk replicating something that was pure luck
- This prompt conducts proper hypothesis testing for your business data and tells you with confidence whether the results you observed are real
- Use it before scaling a campaign that appears to be working, when you need to compare two periods or two groups, or when leadership questions whether a result is significant
What you will get
A structured result ready to use, personalized for your context.