This paper explores the intersection of artificial intelligence (AI) and mentorship, focusing on the psychological dynamics that influence user experiences. While AI-powered mentorship offers personalized guidance and scalability, trust, empathy, and cultural sensitivity remain critical for effectiveness. Through a survey of 106 professionals, this research identifies factors affecting user engagement and satisfaction. Findings emphasize the need for AI systems to enhance emotional intelligence and maintain the human touch in mentorship. Ultimately, this study aims to inform the design of future AI mentorship platforms that effectively integrate technology with essential human qualities.