URL Safe Encoding is a method of encoding data to ensure that it can be safely transmitted within a URL by replacing characters that have special meanings in URLs with a set of safe characters. This encoding is crucial for the integrity and security of data during transmission over the web, preventing issues such as data corruption or injection attacks.