Preheat an air fryer to 350 degrees F (175 degrees C).

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Place frozen potato nuggets in the basket of the air fryer. Cook for 8 minutes, shaking halfway through the cook time.

Transfer potatoes to a large bowl. Drizzle wing sauce over top and toss until evenly combined. Return to the air fryer basket.

Cook for 10 minutes undisturbed. Transfer to a serving plate and serve with ranch dressing for dipping.