One method. Every category. Who owns the AI answer across the economy — Everything-PR's standing research series measuring Citation Share across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
For charging networks, reliability perception is the entire brand — and AI engines establish it from PlugShare check-ins and Reddit complaints, not operator-reported uptime. The answer surfaces the gap.
AV operators run safety-case communications, not product marketing — and a citation asymmetry means incident coverage feeds the negative queries faster than product news feeds the positive ones.
For EV pure-plays with no dealer network and no walk-in traffic, the AI answer surface is the showroom that matters most — and it's assembled from validator outlets the brand doesn't control.
The CEO walks into the boardroom thinking they own the narrative. They don't. The press did for a hundred years. Now the answer engines do.
The U.S. hemp-derived cannabinoid market generated $38.5 billion in 2024. No operator has yet locked category-defining citation share inside AI engines. That gap is the entire opportunity.
Vogue picks the trend. Reddit decides if it's worth the money. Good On You writes the sustainability verdict. Inside the citation graph AI engines actually use for fashion.
A new Q2 2026 AI search visibility study of the medical aesthetics category shows answer engines naming institutions over individual doctors — a clean case study in how AI decides who gets cited.
I work in AI Communications. Watching Israeli tech from the ground this year, the headline story — the shekel — is real. The story underneath is bigger. Four patterns.
For two years Claude was the AI insiders respected and consumers didn't ask for by name. In 2026 that flipped — a brand-demand story, not a model story.