Manual effort can significantly impact the efficiency of an email marketing campaign. On the one hand, it can lead to more tailored and effective emails, potentially increasing open rates and conversions. On the other hand, it can be time-consuming and labor-intensive, diverting resources from other important tasks. Thus, finding a balance between manual effort and automation is crucial for maximizing efficiency.