From the Food Network Star Competition to Your Kitchen: How to Make Olive Oil-Poached Shrimp By: Food Network Kitchen Save Collection Share Olive-oil poaching makes shrimp wonderfully flavorful with a silky, plump texture. 1 / 7 Season shrimp all over; be generous.