Cut the bacon strips in half.
Get the shrimp ready. If you bought fresh shrimp with the shell on, devein them and remove the shell, leaving only the tail intact. If you're using frozen shrimp, make sure they still have the tail on for better presentation.
Wrap the halved slice of bacon around each shrimp. If you find it difficult to wrap them, use a toothpick to hold them in place. Repeat the process until all the shrimp have been wrapped.
Preheat the air fryer to 400ºF (204ºC).
While the air fryer is preheating, prepare the basting sauce. Combine the maple syrup, garlic powder, and cayenne pepper in a small bowl. Then, get a basting brush ready.
Baste and air fry bacon wrapped shrimp for 3-4 minutes. Carefully place the uncooked bacon-wrapped shrimp in the air fryer, spacing them out adequately for even cooking. Then, baste them with the maple syrup mixture and cook for 3-4 minutes until golden.
Flip, baste and air fry bacon wrapped shrimp for another 3-4 minutes. Flip the bacon-wrapped shrimp, then baste the other side with the maple syrup sauce. Cook for another 3-4 minutes until golden and the shrimp's internal temperature reaches 120°F (49°C) or higher.
Serve and enjoy your flavor-packed air fryer bacon wrapped shrimp! If you want to pair it with a sauce, sweet chili sauce, garlic aioli, and lemon butter sauce would be great options.