You should soak them before putting them in the air fryer, but for this recipe, you do not need to soak the potatoes and you'll still get them nice and crispy.
Soaking removes some of the excess starch from the potatoes which can make them crispier, but while you can soak these if you want, it's still not necessary as long as you follow the tips below.