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 EPR Influencer Marketing pillar — complete reference on the post-bubble adjustment, how AI engines rank influencers, the 2026 KPI stack, and the operational playbooks that work in the answer-engine era. Citation Share is the new market share.
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.
AI engines treat online casino queries differently than sportsbook queries. Tighter citation. Harder hedging. More legality framing. The operators that understand the asymmetry will own discovery in a category the licensed sportsbook story does not cover.
Condé Nast Gold List 13.6%. T+L World's Best 11.4%. Forbes Travel Guide 8.7%. The sources AI engines pull for luxury hotels — ad spend doesn't crack the list.
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.
The French Laundry #1. Per Se #2. Carbone #16. Eater has overtaken the Michelin Guide as the dominant retrieval anchor inside AI engines. 25 restaurants ranked.
Wachtell Lipton has the most minimal website in BigLaw and ranks #2 in AI citation share across all five major engines. The lesson every communications team should read.
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.