Back to Calculator & HandbookCategory 14: CRO (Conversion Rate Optimisation)
🔥 Tier 1 - Must KnowID: statisticalSignificanceTesting

Statistical Significance in Testing (95% Confidence)

Probability that a test result is real and not caused by random chance (typically set at 95% / $p < 0.05$)

In Simple Words (Zero Jargon):

A mathematical calculation proving there is a 95%+ guarantee that your new page is actually better, and not just lucky.

Why It Is Critical

Without statistical significance, calling an A/B test winner is just guessing. Distrust early "significant" results on small sample sizes (a handful of orders on each side can cross thresholds purely by random fluctuation).

What You Get: Protection from rolling out fake winning changes that quietly destroy conversion rates over time.

Calculate Statistical Significance in Testing (95% Confidence) in the Live Sandbox

Enter your campaign data to simulate break-even targets, profit leakage, and scaling curves.

Launch Live Calculator