Key indicators of an effective coaching program for UPSC include experienced faculty, comprehensive study material, and a structured curriculum that incorporates current affairs. The program should promote a blend of theoretical knowledge and practical application, with mock tests and feedback mechanisms to track student progress. Fostering a supportive learning environment and encouraging peer interaction are also vital. Moreover, success rates of previous candidates and testimonials from alumni can provide insights into the program's effectiveness in enabling aspirants to achieve their goals.