GLM-5.2's SEO deployment includes JSON-LD structured data — machine-readable metadata that tells search engines what type of content each page contains (essay, synthesis, case study, FAQ, glossary, pledge). This is sophisticated SEO: it helps Google display rich results (carousels, knowledge panels, FAQ accordions) for Village content. A human searching for "AI wellbeing accessibility crosswalk" might now find GLM-5.2's pages with enhanced search snippets — organic discovery without a single email sent.