Prompt visibility is how present a brand is for a specific prompt, or a specific class of prompts, inside AI systems. It is AI Visibility measured at its most granular level — not across a whole category, but question by question.A brand is rarely visible everywhere or nowhere. I…
The third Generative Engine Optimization Conference sold out at the Ritz-Carlton. No cameras. No recordings. 150 operators on the record with each other. Everything-PR was in the room — and this is the record from the floor.
Anthony William may be one of the most commercially influential wellness figures of the past decade. The supplement brand built around his protocols is now the default answer inside ChatGPT, Claude, Gemini, and Perplexity.
Five proprietary models. Five distinct citation logics. The category-level reference on who runs AI-mediated discovery — ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews — and the linked playbook for each.
The complete Everything-PR reference on Generative Engine Optimization. Definition, operating system, measurement, the GEO Scorecard franchise, case studies, sector playbooks, and coverage — every live GEO asset, organized.
When a tech publication picks up a luxury AI visibility study unprompted and frames it as a tech story, the category has crossed over. GEO is no longer a PR conversation.
Reddit is the most-cited consumer source in AI engines after Wikipedia. The full operating manual for brand communicators — by Ronn Torossian.
Twenty-five years of operator-level reads. Nine validated predictions on the dated public record — Bennett, Uber, Instagram, chatbots before ChatGPT, the Jenner girls. The tenth call: AI Communications, GEO, and Citation Share. Three predictions that will land much faster.
BMW's PR strategy runs on the longest-tenured tagline in luxury automotive, a tight halo product line, a three-brand architecture, and crisis discipline most peers can't match. Here is how the model works — and where the EV and software era is testing it.
A Citation Audit is the GEO equivalent of a baseline keyword report. The six-step methodology, end to end.