Explore details about location Palm Bay. Palm Bay is a location situated within the Sarasota County alongside other areas such as Tamiami Trail, East Perry Street, Crescent Street. Additionally, some smaller parts of Palm Bay include specific areas like Tidewood Avenue adding to the diversity of its landscape.