Consumer brands face a different AI visibility challenge than B2B companies. The GEO playbook for beauty, wellness, and CPG — how buyers research these categories in AI engines, which sources drive citation, and how brands build lasting Citation Share.
The most important shelf in consumer products is no longer inside a store. It sits inside an AI answer. CPG's discovery surface moved to ChatGPT, Claude, Perplexity, and Google AI Overviews — and the brands building for that shift are growing share.
OpenAI just ran the cleanest demonstration yet of the rule that governs the answer engines: a claim does not count until the engines — and the independent experts they cite — confirm it. A GEO case study on how AI-era authority gets built.
The Real Estate AI Citation Share Study — 25 brands, 62 prompts, 5 engines. Zillow locks the data layer. Compass leads on tech positioning. Individual named agents consistently outperform brokerages. And the regional expert answer layer is wide open in virtually every market.
The Corporate Crisis Citation Share Index 2026 — Boeing, J&J, BP, Wells Fargo, Theranos, Volkswagen, Bud Light, FTX. How five AI engines rank 25 reputation-crisis brands.
Citation Share is the metric that describes the new decision surface — the share of AI-engine answers that name a brand inside a defined query universe. Share of voice and branded search are now upstream of where the consideration set is composed. The full methodology.
MrBeast and Beast Industries #1 individual creator. CreatorIQ leads platforms. Whalar leads premium agencies. Influencer Marketing Hub owns the category-publisher moat. 28 entities, 62 prompts, 5 engines.
Everything-PR's master index of the Health & Wellness category. Featured research, pillar coverage, sub-category breakdowns, and the brands AI engines surface in consumer health discovery.
Perplexity does something the other major AI answer engines do not yet do as aggressively: it surfaces source citations directly inside the answer interface, with hyperlinks, rankings, and a hover-to-preview that reads more like a journalist's sidebar than a search result. For communications teams, this matters in a way that is easy to underestimate.
Ten Health & Wellness brands ranked across six AI visibility signals. Calm leads, AG1 second, Headspace third. The brands cited inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews win the answer.