Research in the field of automated vehicles focuses primarily on technological developments and interactions of the system with other roads users, leaving a knowledge gap of actual user demand for automated vehicles. This study investigates the development of Automated Driving Systems - Dedicated Vehicles (ADS-DVs) from the perspective of the user. By means of a stated preference survey and discrete choice model analysis insight is derived in the preferences for ADS-DVs on last mile locations. The influence of several vehicle attributes, the level of experience that an individual has with ADS-DVs and the perception of trust in ADS-DVs are taken into account to give an indication of the feasibility of ADS-DVs as last mile transportation solution from the perspective of the traveller.