Data analysis can provide invaluable insights and actionable advice to help businesses increase customer loyalty and maximize ROI. By analyzing the data already present in the store, dozens of metrics can be calculated to better understand loyal customers, identify defecting customers, and improve store performance across multiple metrics, such as AOV, RPR, LTV, and cohort retention.