There are a variety of woods that can be used for smoking, each of which will impart a different flavor to the meat. The most popular woods for smoking are hickory, mesquite, and oak. For a more subtle flavor, you can also use fruit woods like apple, pecan or cherry. always stick to varieties of hardwood when using in a barbecue or smoker. Don't use softwoods like pine.