The best recipe for Shrimp Scampi Over Rice is simply scrumptious and easy to make. 1. Season shrimp with salt and pepper and cook in a nonstick skillet over medium-high heat, stirring occasionally, until pink 2. Add garlic, lemon juice, butter spread, and hot Knorr® Rice Sides™ - Herb & Butter with green beans 3. Serve, eat, and enjoy!