The generator analyzes multiple elements including sound patterns, syllable count, and style compatibility. It looks at beginning and ending sounds, rhythm, and overall flow between names. The algorithm also considers popularity trends, meaning connections, and common naming conventions to ensure the suggested combinations feel natural and harmonious as a sibling set.