Preposition+Object?

Hi saw this online and was wondering about object following a preposition.

"Common verbs that are followed by at + object are: glance, look, laugh, smile, stare, rejoice etc.
Ex:
She smiled at me. (me is object)."

Is this correct? Or is ‘at me’ an adverbial? Thanks!