Explore details about location Mount Olive Road. Mount Olive Road is a location situated within the Gardendale alongside other areas such as Honeysuckle Drive, Pine Street, Poplar Drive. Additionally, some smaller parts of Mount Olive Road include specific areas like Mount Olive Boulevard adding to the diversity of its landscape.