Curaleaf is the largest publicly traded U.S. MSO by revenue. Ask the AI engines and you'll get a different answer. Inside the citation gap — and the six plays that close it.
Inside the communications operation that turned a research lab into the company defining a category.
Perplexity ran ads for fifteen months, then quit on trust. The case that ads inside an answer cost more than they earn — in the executives' own words.
New 5W AI Communications research finds brands cited inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews earn 35% more organic clicks and 91% more paid clicks than uncited competitors on the same queries — a gap invisible in GA4.
In every other category in this series, the rule has held: consumer publications anchor consumer-prompt citations, trade publications anchor industry-prompt citations. Cannabis is the exception. The category's federal-illegal status, payment-processing constraints, advertising re
Sequoia Capital, through partner Anas Biad, has made a significant bet on "answer-engine marketing" with a lead investment in Profound. This article examines why Sequoia sees this as a foundational platform shift in AI communications.
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.
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 It explains how AI engine analysis measures actual publication authority, replacing outdated assumptions with data-driven insights.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.
