GEO, AIO, and the Question Every Commercial Strategist Is Getting Wrong
GEO optimises for AI citation. AIO® optimises for autonomous agent selection. Understand the distinction that will define commercial strategy in the decade ahead.
Algorithmic Readiness in the Age of Agent Reputation: Five Questions Every Commercial Leader Must Answer
1.5M+ claimed agents. Reddit-like format. Explain “molts,” “submolts,” the lobster metaphor, OpenClaw/Moltbot origins. Then the critical lens: The Economist’s “humdrum explanation” — agents may simply be mimicking social media patterns from training data. MIT Technology Review’s “AI theater” framing.
Google’s Universal Commerce Protocol: An Analysis Through the Lens of Agentic Commerce Theory
Agentic commerce is the paradigm of commercial exchange in which autonomous AI systems, operating on delegated authority from human principals, assume the shopper function - executing search, evaluation, and purchase decisions through computational logic rather than psychological influence.
Beyond the Kitchen: Why the Shopper Schism Isn't Just About Consumer Goods
Your hotel doesn't compete for your loyalty anymore—Booking.com does. The same transformation is coming for PR, legal, financial services, and every industry that thinks it's different. New research from Paul F. Accornero.
AI Co-Pilot vs. Autopilot: The Most Dangerous Strategic Error a C-Suite Leader Can Make Today
Business leaders are investing billions in "AI" without understanding a critical distinction: the difference between a Co-Pilot and an Autopilot. One augments your current business model, making it more efficient. The other makes it obsolete by replacing the human decision-maker entirely. This article cuts through the hype to provide a clear, actionable framework for leaders , arguing that preparing for a Co-Pilot when an Autopilot like the Algorithmic Shopper is coming is a potentially fatal strategic error.