Coaching plays an essential role for both urban and rural UPSC candidates, albeit with different challenges. Urban candidates often have access to better resources and varied coaching institutes, benefiting from a competitive environment. In contrast, rural candidates may face resource limitations and might rely on fewer local coaching options. However, this can foster resilience and adaptability. Both groups can utilize online platforms and study groups to enhance preparation, as technology bridges the gap in accessibility and guidance.