Arooj Fatima

AI Retrieval & Visibility Architecture, ARVO framework, entity modeling, schema/JSON-LD, knowledge graph alignment, structured datasets, semantic clarity systems.

Advancing AI Retrieval & Visibility Architecture: entity modeling, structured datasets, and benchmark systems for improving how AI retrieves, interprets, and cites entities.

Building ARVO (AI Retrieval & Visibility Optimization) and ARVB v1.0, a benchmark framework for measuring how entities are discovered, interpreted, and cited by AI systems.

Discussions on AI retrieval systems, knowledge graph alignment, and authority structuring. Relevant if you're solving AI visibility, entity clarity, or citation issues.