Technical & AI Visibility

GEO can sound much more technical than it actually needs to. For brand and marketing professionals, the goal is not to become an AI engineer. It is to understand what needs to happen before your brand’s information can appear inside an AI-generated answer. This article explains eight terms that sit behind that process: Crawling, Semantic HTML, Schema, Entity, Chunking, Embeddings, Retrieval and Citation.

Australian health organisations face a visibility challenge. AI answer engines reward definitive, well-sourced, structured content. AHPRA restricts testimonials, guarantees and persuasive claims. The way through is not to game the system. It is to lean into what both AI models and the regulator reward: objective, evidence-based content with clear provenance. This article explains how AI systems fetch and retrieve content, how they decide what to cite, what AHPRA prohibits, and how to build visibility in ChatGPT, Perplexity, Claude and Google AI Overviews without triggering enforcement.