The primary goal behind the Spruce Goose's creation was to transport troops and materials across the Atlantic Ocean during World War II, bypassing German U-boats that were a significant threat to traditional ships. Hughes and his team aimed to build an aircraft that could carry a heavy load without being vulnerable to enemy attacks.