Pat the catfish fillets dry thoroughly with paper towels to remove moisture, ensuring a crispy crust and preventing sogginess during air frying.
Mix Cajun seasoning with a light drizzle of olive oil and rub it evenly on both sides of each fillet to help the spices cling and promote even flavor distribution.
Preheat the air fryer basket to 400°F (200°C) for about 5 minutes to guarantee immediate crisping when the fillets go in.
Place the fillets in a single layer in the basket with space between them to allow hot air circulation. Avoid overcrowding for even cooking and crisp texture.
Cook the fillets for 10-12 minutes, flipping halfway through. This timing yields a crisp crust and moist, flaky fish inside.
Remove the fillets carefully, squeeze fresh lemon juice over the top, and let them rest for a few minutes before serving to retain juiciness.