A novel methodology for enhancing semantic domain recommendations employs address vowel encoding. This creative technique maps vowels within an address string to denote relevant semantic domains. By interpreting the vowel frequencies and patterns in addresses, the system can infer valuable insights about the corresponding domains. This approach has