That is surely a vast simplification. By sheer operating scale Amazon can ship items at a cost far lower than any brand new “soap company” could. There’s no way you could be competitive on such a low priced item.
And still countless competitors do exist. They must find some other ways to compete, because your point is valid. It's almost like the human ingenuity knows no bounds...