The virtual landscape is swiftly evolving, driving a significant shift in consumer behavior. With the growth of cashless transactions, understanding how customers behave with these new platforms is crucial for businesses to thrive. Historically, customer behavior was understandable. Transactions were tangible, and preferences were often determined