The Soundex method in fuzzy matching encodes words based on pronunciation.

"Smith" and "Smyth" both become "S530." Spelling differences are no longer a problem.

This method is fast and simple but limited to English names.

Use it for phonetic matching when pronunciation matters more than spelling.

Does your data include names from multiple languages?