Explore details about location Lakeshore Drive. Lakeshore Drive is a location situated within the Ventura County alongside other areas such as Regulus Drive, Los Altos Street, Bo-Merritt Road. Additionally, some smaller parts of Lakeshore Drive include specific areas like West Road adding to the diversity of its landscape.