Helping founders and growth leaders stay visible, trusted, and competitive as AI reshapes discovery and buying.

Andrew McPherson writes and advises on AI-mediated discovery, AI visibility, answer-engine visibility, and agentic commerce, helping leaders understand how companies are discovered, evaluated, and chosen in AI-mediated markets.

Discovery is shifting upstream

AI is changing how companies are discovered, evaluated, shortlisted, and trusted. Before your potential customer visits your website, AI systems have already shaped what they see, what gets compared, and what makes the shortlist.

Discovery is moving from search results into AI-mediated interfaces: answer engines, AI assistants, recommendation systems, and increasingly, autonomous agents that compare and select on behalf of buyers. The companies that understand this shift early will have a meaningful advantage. Those that do not risk becoming invisible to the systems that now influence how decisions begin.

What Andrew focuses on

AI-mediated discovery and visibility, how AI changes how businesses are found and evaluated

AI-Mediated Discovery and Visibility

How AI is changing discovery before the click. Answer-engine visibility, recommendation, citations, trust signals, and what it means to be visible to the systems that now shape how your potential customer finds and evaluates options.
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Agentic commerce and AI-shaped buying, how AI agents reshape comparison and purchasing

Agentic Commerce and AI-Shaped Buying

How AI agents are starting to reshape comparison, shortlisting, and buying decisions. What changes when AI assembles options, evaluates trust, and acts on behalf of your prospective buyer.
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Commercial and technical readiness for AI-shaped discovery and buying

Commercial and Technical Readiness

What leaders need to change now in content, metadata, taxonomy, trust signals, and operating models to stay competitive as AI reshapes how businesses are discovered and chosen.
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Who this is for

Andrew's writing and advisory work is for founders, growth leaders, senior commercial leaders, and B2B decision-makers who want to understand how AI is changing discovery, evaluation, and buying in their markets.

If you are responsible for growth, market visibility, or competitive positioning, and you want practical insight into what is shifting and what to do about it, this is where to start.

Andrew McPherson, Director of CiteCompass, advisor on AI visibility and agentic commerce

Why Andrew

Andrew McPherson is Director of CiteCompass and a strategic advisor on AI visibility and agentic commerce. He brings a background as former CIO at SkyCity Entertainment Group and former CTO at Stuff, where he led enterprise-wide digital transformation, technology strategy, and the implementation of Generative AI across 50 media properties.

This combination of executive operating experience and hands-on work in the AI visibility space shapes how Andrew thinks about discovery, trust, and competitiveness. He writes and advises from the perspective of someone who has led technology strategy at scale and is now building in the category he covers.

More about Andrew

LinkedIn Recommendation

"Andrew has proven himself time and again to be a savvy and professional operator and manager. Andrew's decision making and judgement, clarity and capability has always been insightful and strong."
Julian Lambert, Director at Potentia

Julian Lambert

Director @ Potentia

Talk to Andrew about AI visibility, agentic commerce, and readiness

For advisory, speaking, workshops, or strategic conversations about AI-mediated discovery and AI-shaped buying.
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