Evidence of actual confusion refers to proof that consumers have been misled or confused by the use of similar trademarks, which can indicate a likelihood of confusion between two marks. This type of evidence is crucial in trademark disputes, as it provides concrete examples that support claims of infringement and can demonstrate that the marks in question are causing real-world confusion among consumers.