Prep your ingredients. Preheat your air fryer to 400°F (200°C).
Drizzle half the olive oil over the chicken drumsticks. Season with onion powder, garlic powder, smoked paprika, salt, and pepper.
Drizzle the remaining olive oil over the broccoli florets and season with salt and pepper.
Arrange the seasoned drumsticks in the air fryer basket in a single layer. Scatter the broccoli around the chicken.
Cook for 8 minutes. Flip the chicken drumsticks and cook for another 8-10 minutes until cooked through.