Academic & Published Articles

The Shopper Has No Eyes: Branding in a World Without Human Perception

This paper introduces 'The Shopper Has No Eyes' framework, analyzing how traditional branding's reliance on sensory appeal and emotional resonance is challenged by autonomous AI purchasing agents. It proposes a shift to data transparency and the 'Great Value Sort.

Read More

From SEO to AIO: Agent Intent Optimization in the Age of Algorithmic Shoppers

This paper introduces Agent Intent Optimization (AIO), a novel conceptual framework addressing digital marketing challenges posed by autonomous AI agents, shifting focus from human psychology to machine-interpretable signals.

Read More

Algorithmic Agency in Commerce: Applying Principal-Agent Theory to the Shopper Schism

This paper introduces the 'Shopper Schism,' analyzing the divergence between human consumer intention and AI agent execution through the lens of principal-agent theory. It explores information asymmetry and moral hazard in delegated digital consumption.

Read More

Loyalty in the Age of Agents: Can Algorithms Be Loyal?

This paper introduces 'algorithmic loyalty,' a conceptual framework examining how AI agents exhibit persistent brand preferences based on functional optimization, challenging traditional human-centric loyalty models.

Read More

Ethical Statement for Academic Work: I am the sole intellectual architect of all frameworks, insights, and theoretical contributions in my work. I employ AI tools strictly as sophisticated research instruments—for data processing, logical verification, and prose refinement. Every original concept, included in this website and related platforms, emerges from my own strategic analysis and experience. AI enhances my research efficiency; it does not generate my ideas.