A verbal way to express extreme surprise. Short for Zee-Oh-Em-Gee(ZOMG), which is short for "Z'Oh My God!", which itself is internet slang for "Oh My God!"
A: "Is that Bill Gates over there...eating a cheeseburger?"
B: "Zome! I think it IS! Let's rob his ass!"