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