Several players with different natures of objectives characterize the urban freight transport of Metro Manila. The study set Metro Manila as its study area primarily because of its position being the center of economic activities in the country. The objective of this research is to determine the priority policy objectives, attributes, and measures preferences of different stakeholders together with the problems confronting the freight industry. Simple mathematical analysis using the adopted hierarchy diagram is utilized to support the ranking analysis to determine the highly prioritized policy measures.