Place a prebaked pizza crust on a shallow baking pan.
Combine olive oil and minced garlic in a small bowl; brush oil mixture onto crust. Top crust with halved shrimp, halved grape tomatoes, and Parmesan cheese.
Bake 10-12 minutes or until shrimp are cooked through.