Here's the answer:
“oh mein Gott!”
Watch a real native speaker say it:
Here's how it sounds in a textbook:
You could also say:
- oh Gott!
Fun fact: the hundreds of thousands of people learning German with Memrise get this phrase correct 98.8% of the time!