Candidates from rural backgrounds face several challenges in UPSC preparation, including limited access to quality educational resources, coaching institutes, and mentorship. They may struggle with language proficiency, particularly in English, which is essential for the exam. Additionally, socio-economic factors such as lack of financial support and guidance can hinder their preparation. The absence of a conducive study environment and peer competition in rural areas further exacerbates these challenges, making it difficult for them to compete with urban candidates who typically have better access to resources and facilities.