Botanically watermelon that we consume is a fruit of the watermelon plant. Watermelon is of the family Cucurbitaceae, a family of vegetables like pumpkins, squashes and gourds. And a correction for the above answer, watermelon and other cucurbits bears "Pepo" type of fruit.