The night before you plan to barbecue, combine the rub ingredients in a small bowl. Massage the tenderloins with a thin film of the oil followed by a couple of tablespoons of the rub. Wrap them in plastic and refrigerate overnight.
Prepare your smoker for barbecuing, bringing the temperature to 200°F to 220°F.