Consumer Behavior & Profitability in Online Travel Agencies (OTAs)
Modeled consumer preference data against demographic parameters to track customer lifetime value (LTV) and brand loyalty, aiming to mitigate high customer acquisition costs (CAC). Formulated optimized marketing allocation models showing potential to improve campaign ROI by 12% and reduce overall CAC.