When Malaysian consumers choose a ride-hailing service, their decisions are shaped by a mix of practical and experiential factors, spanning cost, convenience, and personal safety. Understanding how male and female riders weigh these priorities gives ride-hailing platforms a clearer picture of where to direct product improvements and marketing efforts. Platforms that align their core features with gender-specific expectations are better positioned to retain users and reduce churn in a competitive market.