Why are classification systems not based on physical appearance?

Classification systems are not based on physical appearance because using appearance alone leads to misleading classifications, for example, someone looking at birds and bats might think that they are closely related because they both have wings which is inaccurate. In the past classification systems were based upon appearance but now taxonomists focus on the evolutionary relatedness of groups in order to classify them.