Wouldn't it be good if there was a word that translated as "Going out to look for fast food"?

I'm going fast-food-hunting is just that little bit too long to be catchy.

Or I'm going looking-for-a-burger..... more descriptive but longer still.

In the absence of a current word, may I suggest....