demographics such as age, gender, marital status, occupation, education, and income; •psychographics, including lifestyle, social class, and personality; •behavioral attributes like usage patterns, attitudes, and brand loyalty; •geographic regions such as Europe, Middle East and Africa (EMEA), and Asia-Pacific (APAC);

