The virtual landscape is swiftly evolving, driving a significant shift in consumer behavior. With the emergence of cashless transactions, understanding how customers behave with these new systems is crucial for businesses to prosper. Conventionally, customer behavior was understandable. Transactions were physical, and preferences were often shaped