Writing a classification essay thesis statement involves challenges such as creating a clear thesis that encapsulates the essay's essence and organizing information into well-defined categories. It requires deep subject matter knowledge, logical categorization, coherent structure, and sufficient supporting evidence. Overall success hinges on careful planning and the effective balancing of depth and brevity in writing.