This article explores how AI answer engines like ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews build responses, detailing the two main modes (trained knowledge and live retrieval), the six steps from question to answer, and the five factors that make a source rank highly. It also explains what determines which entities are named in an AI answer and offers five key takeaways for communications professionals on how to influence AI outputs.
A thought experiment poses the scenario of a brand disappearing from ChatGPT, highlighting the critical need for AI Communications. This article outlines what happens when a brand isn't visible to AI, what can be done immediately, what should have been done six months ago, and three crucial next steps to build AI visibility infrastructure and avoid a crisis.
SEO ranks. GEO gets cited. AI Communications measures Citation Share. Three disciplines, three timelines, one hierarchy. Most retainers sold as one are delivered as another.
The most consequential communications work today is not being done by communications teams. AI Communications is the discipline of building authority across AI answer engines alongside earned media, digital, and influencer channels.
The article introduces AI Communications, a discipline that redefines the traditional tier-one media list. It explains how AI engine analysis measures actual publication authority, replacing outdated assumptions with data-driven insights. This new approach combines public relations, Generative Engine Optimization (GEO), and AI-visibility research to influence answers from AI platforms like ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. The article details the shortcomings of the old media list, which was based on inherited assumptions, and outlines how AI engines reveal a different landscape of influential sources. It highlights new patterns, such as the importance of "ignored trade" publications and older interviews, and discusses operational changes for PR professionals. The piece concludes by emphasizing that the new tier-one list is a dynamic, research-driven output, customized per category and client, and crucial for effective modern PR strategies.
Seven layers — Identity, Authority, Earned Media, GEO, Amplification, Measurement, Defense. Skip one and the engine skips you. Citation Share is the headline metric across all seven.
Citation Share is the new metric defining AI Communications, measuring an entity's presence in AI-generated answers. This article explains how It measures a brand's inclusion in AI answers across major engines, why it's replacing traditional market share, and how communications teams can use it to drive strategy and investment.
A 15-hour outage in Amazon Web Services' US-EAST-1 region on October 20, 2025 took down Duolingo, Fortnite, Slack, Peloton, PlayStation Network, Signal, and over 1,000 companies serving more than 4 million users — and converted a previously abstract European digital sovereignty debate into concrete policy action that reshaped EU regulatory posture on cloud infrastructure through 2026.
The most useful AI tools for communications teams in 2026 fall into five jobs: building (Lovable, Bolt, v0 for sites and microsites), writing and research (AI assistants like Claude and ChatGPT, plus Perplexity for sourced research), creative production (tools for v…
AI builders made landing pages cheap. The web is filling with them. Existing alone no longer earns visibility. Pages can rank if structured — but the bigger shift is GEO, not SEO.
