Isn't age guesstimation by appearance, even with advanced machine learning techniques, even if attempted by real person with honest effort, just total snake oil

Isn't age guesstimation by appearance, even with advanced machine learning techniques, even if attempted by real person with honest effort, just total snake oil? This ongoing age verification push with weird emphasis on generating name-face pairs is beyond fishy.