Sometimes even roads that are on the map will lead you to a dead end. When this happens, just turn around and try again. Remember, it was a lovely ride after all.
Picture taken off of Oxford Road in Englewood Florida, before I reached the dead end. On my map I thought I had found a new way to work. Maybe it does go through, but the road is blocked off.