A working reference vocabulary for communications and reputation practitioners — 15 terms from Earned Media to Corporate Narrative. Each entry covers definition, origin, distinction from adjacent terms, the practitioner example, and why the term still matters in 2026.
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.
Selling a place is harder than selling a product. Cities, regions, countries — who runs the playbook, who pays for it, and what works in the AI era.
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.
Three years ago, a communications team's org chart had no AI-specific role on it. Most still don't — and that absence is the problem, not a sign that the problem doesn't exist. The work has appeared whether or not anyone's name is attached to it. Quick answer. Four responsibilities now need named ownership on a communications team: the AI Communications Lead (owns the operating model), the AI Visibility Director (owns presence in AI answers), the AI Workflow Editor (owns output quality), and the AI Governance Lead (owns the controls).
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.
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.
The AI Visibility Director is a new role that owns a brand's presence and accuracy within AI answers. This role runs visibility audits, sets content standards, monitors the answer layer, and reports trends, akin to an SEO lead for the AI era.
Six brands. Six categories. One thread — every campaign runs on the same operating layer: ~148M WhatsApp users, 170M PIX users, 130.84M TikTok users. Skol, Havaianas, Heineken, Magalu, Casas Bahia, Natura — what works and why.
Many organizations invest significant time and resources in hiring public relations agencies, yet surprisingly few invest the same level of effort into the briefing process. As a result, expectations and outcomes often fail to align. This article explains how a quality PR brief can improve your public relations results.
