A novel methodology for augmenting semantic domain recommendations leverages address vowel encoding. This groundbreaking technique maps vowels within an address string to denote relevant semantic domains. By processing the vowel frequencies and patterns in addresses, the system can derive valuable insights about the linked domains. This methodology