The digital landscape is rapidly evolving, influencing a significant shift in consumer behavior. With the emergence of cashless payments, understanding how customers behave with these new platforms is vital for businesses to succeed. Conventionally, customer behavior was predictable. Transactions were concrete, and habits were often shaped by loca