out to (some meal)
Away from one's normal location to eat a particular meal. Do you want to go out to brunch tomorrow? Sorry, the boss is out to lunch right now. Can I leave a message?
out to (a meal)
to be away, eating a meal. Mary is out to lunch right now. Fred went out to dinner for the evening.