The digital landscape is rapidly evolving, propelling a significant shift in consumer behavior. With the rise of cashless transactions, understanding how customers engage with these new systems is crucial for businesses to prosper. Traditionally, customer behavior was consistent. Transactions were physical, and preferences were often determined by