A Practice Note discussing actual confusion evidence in trademark infringement actions. It addresses the importance of proving actual confusion, the effect of failing to show actual confusion, the weight courts typically give to different types of actual confusion evidence, confusion surveys, and strategies for proving actual confusion and challenging actual confusion evidence.