I think one major mistake of new air fryer user is not using any oil.
All my potatoes which goes into the air fryer are coated with seasoning infused oil. When buying frozen "fries"/"chips" one need to buy the oven ready type which has a coating of oil/fat as opposed to the precut ones meant to go in a deep fryer.