Overlaid third-party credit card transaction data with internal loyalty data to measure the uplift of spend and visit frequency for loyalty members by enrollment cohorts and uncover key behavioral differences in different participant groups
Results
Quantified ~$100M top-line impact and up to ~$5M in profit gains, allowing a data-driven decision to invest in the loyalty program