to tell if a banana has gone bad, look for mold growing on the skin. also, if there is liquid underneath the bananas, it's a sure sign that they have gone bad. the best way to see if a banana has gone bad is to unpeel it. if the flesh is a brown color and is very mushy, it has gone bad and should not be used.