Preheat your air fryer to 400°F (200°C).
Add the shrimp, olive oil, lemon juice, salt, and black pepper to a large zip-top bag or mixing bowl.
Toss well until every shrimp is evenly coated.
Let the shrimp marinate for 10–15 minutes if time allows for extra flavor.
Line the air fryer basket with a parchment paper round if desired.
Arrange the shrimp in a single layer without overlapping.
Cook the Air Fryer Shrimp for about 8 minutes, shaking the basket halfway through cooking.
The shrimp are done once they turn bright pink with just a slight opaque center.
Serve immediately with fresh lemon wedges and your favorite side dishes.