They offer controlled instantiation. Frame the concept in practical terms so you can explain it during interview discussion.
In interviews, emphasize that static factory methods allow controlled instantiation, which can enforce design patterns like Singleton or ensure only valid objects are created. Discussing when to use them over constructors shows understanding of design patterns and memory efficiency.