The vocabulary of AI Communications, defined. Fifteen terms — GEO, AEO, LLMO, Citation Share, Retrieval Anchor, Knowledge Graph, Entity SEO, and the rest of the working vocabulary every communications team now needs. Cluster 1 of The Communications Dictionary.
Wikipedia is the source AI engines trust most. Thin entry, hostile entry, or stale entry — your AI answer breaks. The chokepoint, and what to do about it.
The article discusses how AI engines like ChatGPT interact with problem gamblers and the lack of a robust harm reduction framework. It highlights the conversational, private, and unbounded nature of AI interactions, posing both potential for harm and harm reduction. The author proposes a multi-layered framework including risk pattern recognition, calibrated friction, resource integration, platform accountability, and industry collaboration.
In the AI era, gambling compliance becomes a citation infrastructure asset. Operators with rigorous, visible, and well-documented compliance are accumulating gambling entity authority that translates directly into citation share, turning compliance into sportsbook AI authority infrastructure.
ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews give five different answers to the same gambling query. The inconsistency is the story — for operators, regulators, and users.
ChatGPT is the most widely used AI product ever built — and the default starting point for product research, reputation queries, and category comparisons. The full entity profile.
Shoppers ask ChatGPT for moisturizers, Claude for mattresses, Perplexity for earbuds. The answer is written before they open a tab. Seven dimensions for consumer brands.
Without an AI Communications strategy: competitors gain Citation Share, adversarial content stacks up, internal capability atrophies. Apple, Patagonia, CeraVe, Stanley already operate it.
Twelve operational capabilities for AI Citation Share in 2026. Schema, llms.txt, credentialed Person profiles, Citation Share measurement, crisis pre-positioning. Most brands score below 12 of 36.
Three tiers define a working AI visibility program inside consumer brands. Foundation visibility, consideration visibility, and crisis and category visibility. Each requires different operational muscle.