Analysing transaction goals

Understanding the differences between risky and best practices is crucial

Comparative metrics: risky practices vs. best practices

Decision making on	Risky practice (Based on metrics)	Best practice (Based on stats)
Revenue (with traffic perspective)	RPU	Revenue Uplift per user (revenueIQ)
Revenue (with business circle perspective)	Revenue uplift (potential)	Revenue Uplift per month (RevenueIQ)
Revenue	Revenue	Revenue Uplift Chance to win and confidence interval
conversion	Conversion rate growth	Conversion uplift Chance To Win and confidence interval
Average Order Value	AOV growth	AOV uplift chance to win and confidence interval

Managing variance in metrics for reliable decision-making

Using metrics for decision-making can be risky due to their inherent variance. Variance refers to the potential instability of data points, indicating that performance variations may not be consistent once deployed. The statistics provided by AB Tasty are specifically designed to minimize the noise caused by variance.