Page-one ranking is no longer about the top ten blue links—it is about winning generative AI citations. As search engines shift from indexing keywords to understanding entities, unstructured data faces a brutal decay. Discover how attribute-rich JSON-LD graphs and Schema.org Version 30.0 serve as your brand’s universal translation layer in the era of Generative Engine Optimization (GEO).