Understanding consumer actions is paramount to achieving marketing success. By delving into the intricate influences behind purchase decisions, marketers can craft targeted campaigns that resonate with their target market. Interpreting consumer data, such as demographics, purchasing patterns, and online engagement, provides invaluable understanding