Writing an analytic essay involves critical thinking, in-depth research, and the ability to articulate complex ideas coherently. Key challenges include crafting a compelling thesis, organizing the essay logically, and balancing depth and breadth in the analysis. Successful essays require a thorough understanding of the topic and effective communication skills to engage readers.