YOU SAID:

They ate their food over there

INTO JAPANESE

あそこで食べ物を食べに行った。

BACK INTO ENGLISH

I went over there to eat.

INTO JAPANESE

私は食べに向こうに行った。

BACK INTO ENGLISH

I went over there to eat.