What a great expression. “Butter me up”.  Generally “to butter someone up” means to flatter them in an attempt to win favor, or to give them extra attention. This hints to the deliciousness of butter and how much people love it, if they consider being slathered in it as something desirable!

I prefer my butter on [...]