"What a surprise!" is a crossword clue that appears in many crossword puzzles. The answer to this clue is a 3-letter word that is often used as an exclamation of surprise. Some possible answers to this clue include "gee," "oho," and "wow". However, it is important to note that the answer may vary depending on the specific crossword puzzle being solved.