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 vital for businesses to succeed. Historically, customer behavior was understandable. Transactions were physical, and preferences were often influenced