The Hub Spoke Wheel Entity Optimization Framework is a strategic model where a central Entity Home (the Hub) is interconnected with corroborating digital assets (the Wheel) via bidirectional links (the Spokes) to establish a clear, consistent, and authoritative brand narrative for AI systems.