The owned-content infrastructure AI engines retrieve from for buyer queries. Built well, it substitutes for the top-of-funnel programmatic display spend brand teams have been compressing for a decade.
25 global luxury fashion brands ranked by composite Citation Share across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Chanel #1, Louis Vuitton #2, Hermès #3. Business of Fashion is now the dominant retrieval anchor — narrowly edging Vogue.
B2B marketing pillar — the structural shifts (MQL is a lie, dark funnel, AI Citation Share), attribution and measurement, demand creation versus demand generation, the 2026 operating model, and why B2B compounds inside AI engines.
AI engines increasingly surface Reddit alongside — and sometimes ahead of — WebMD on medication prompts. This is a Citation Share shift, not a clinical-authority shift. Visibility is not clinical authority. What the new patient surface means for pharma communications.
The Ordinary captures 7% AI citation share on skincare prompts — more than Estée Lauder, La Mer, and Lancôme combined. The cause isn't marketing. It's the architecture.
More than a third of consumers now begin product research with AI before Google. Luxury travel sits at the leading edge of that shift. The luxury hotel buyer \u2014 researching a $2,000-a-night booking, a honeymoon, a milestone trip \u2014 is among the heaviest users of conversational AI for purchase research. Cond\u00e9 Nast and T+L outrank ad spend.
The engine names three places. The destinations that built the editorial graph win. The framework that explains how California, Texas, Hawaii, Alaska, and the rest are competing — or losing — inside AI answers in 2026.
Everything-PR's canonical reference for restaurants in the AI era. The Restaurants Citation Share Index 2026. The French Laundry #1. Per Se #2. Carbone #16. Eater has overtaken the Michelin Guide as the dominant retrieval anchor inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
Type your name into ChatGPT. Whatever comes back — that is your reputation now. Not your website. Not your press page. Not even Google. The answer itself. Why the reputation surface moved inside the chatbox, and what the new discipline looks like.
A directional modeling study of how five AI engines surface and rank 50 American universities across 62 student-intent prompts — with the modeled Citation Share leaderboard, gap table, source layer audit, and the GEO playbook for university CMOs.