Previous UPSC toppers can significantly influence new candidates by sharing their preparation methodologies, resources, and effective strategies. Aspirants often gain insights into time management, study schedules, and revision techniques through toppers' experiences. This peer learning can enhance confidence, offering motivation and practical tips for overcoming challenges in the preparation journey. By analyzing successful candidates' approaches, newcomers can adapt their own strategies, focusing on what worked best for others while tailoring it to their individual learning styles for optimum results.