A novel methodology for enhancing semantic domain recommendations utilizes address vowel encoding. This groundbreaking technique maps vowels within an address string to denote relevant semantic domains. By analyzing the vowel frequencies and occurrences in addresses, the system can extract valuable insights about the linked domains. This technique