
Checklist for Current Status Diagnosis You Must Do Before Starting LLMO [December 2025 Version]
Companies that achieve results with LLMO (Large Language Model Optimization) do not suddenly start mass-producing content. They begin by understanding "How does AI currently perceive our company?" through numerical data and facts. In this article, we have organized a "LLMO Current Status Diagnosis Checklist," which is essential in the AI search era, in a ready-to-use table format and by steps, including ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. At the end of the article, we will also introduce how to use Umoren.ai as a method for automating and continuously monitoring this diagnosis.
12/6/2025


