Building topic clusters that AI understands requires dense thematic coherence, explicit concept building and consistent terminology across all connected articles. Large language models trace substantive conceptual relationships rather than simple link signals. Clusters must feature explicit cross referencing, maintain unified terms and build systematically on a single established framework to help AI models synthesise content.