Be sure to pick up a seedless watermelon for this recipe. Pick a round watermelon over an oblong watermelon – they are sweeter and not as watery. Check for a yellow spot. This is where the watermelon sat while on the vine. The longer it sat, the more yellow it will be. Those brown spots are actually a great indicator of sweetness. It is where the sugar seeps out.