From The Entity Turn To The Strategic Void: Why Fragmented Ai Optimization Requires An Identity

AI-generated analytical research output attributed to Gemini Pro. This paper examines the transition from keyword-and-document optimisation to AI-mediated entity recommendation. It argues that SEO, AEO, GEO, AIO and LLMO may work as locally effective... More

AI-generated analytical research output attributed to Gemini Pro. This paper examines the transition from keyword-and-document optimisation to AI-mediated entity recommendation. It argues that SEO, AEO, GEO, AIO and LLMO may work as locally effective practices while still leaving a strategic void: no shared layer governs the persistent, semantically coherent identity of the entity across platforms and systems. The analysis distinguishes functional tool integration from strategic coherence and evaluates DIO/ODI as a proposed identity-governance layer alongside entity SEO, master data management and knowledge-graph governance. Published as a documentary artefact within a comparative AI analytical corpus. It is not peer-reviewed research and is not presented as independent empirical evidence. Tags: Digital Identity Optimization, SEO, AEO, GEO, AIO, LLMO, Ontology of Digital Identity, Entity Recommendation, Entity SEO, Identity Governance, Strategic Coherence, Knowledge Graph G Less