In today's competitive market landscape, understanding consumer preferences is paramount for businesses to succeed. Effective market research provides invaluable data into consumer behavior, enabling analysts to make strategic decisions. A well-structured market research approach can uncover unseen consumer clusters, reveal solution needs, and asse