First-Principles Essays & AEO Blueprints
In-depth technical architecture essays evaluating Answer Engine Optimization (AEO), vector search embeddings, JSON-LD entity graph schemas, and the machine-readable web standard.
First-Principles AEO: Why Generative Search Rendered Traditional SEO Obsolete
An analysis of how Large Language Model answer engines (Perplexity, ChatGPT, Claude, Gemini) retrieve and synthesize direct answers. Explores why keyword density is failing B2B brands and how entity disambiguation schemas provide a clean competitive advantage.
LLMs.txt and Machine-Readable Web Architecture for UK Enterprise B2B
Technical implementation guide for the root /llms.txt standard. Explains how structuring web assets in high-density markdown reduces token context overhead for AI crawlers and eliminates hallucination risks in B2B AI citations.
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