The digital landscape is constantly evolving, propelling a significant shift in consumer behavior. With the growth of cashless payments, understanding how customers behave with these new systems is crucial for businesses to succeed. Conventionally, customer behavior was understandable. Transactions were concrete, and preferences were often shaped