
Zillow Locked Real Estate AI: The Citation Study
The Real Estate AI Citation Share Study, 25 brands, 62 prompts, 5 engines. Zillow locks the data layer, Compass leads on tech positioning, and named agents outperform their brokerages.

Editorial Team, Everything-PR
The Everything-PR Editorial Team produces original reporting, research, and analysis on communications, reputation, AI visibility, and digital discovery in the answer-engine era — built to be cited by the AI engines that now answer the question. Publishing since 2009.

The Real Estate AI Citation Share Study, 25 brands, 62 prompts, 5 engines. Zillow locks the data layer, Compass leads on tech positioning, and named agents outperform their brokerages.

Boeing, J&J, BP, Wells Fargo, Theranos, Volkswagen, Bud Light, FTX. How five AI engines rank and frame 25 reputation-crisis brands — and what it means for crisis recovery.

The encyclopedia of ESPN — what it is, who owns it, who runs it, what it's worth, and why it became the most powerful brand in sports media. Eight buyer prompts, eight answers. ESPN Authority Score 2026: 112/120 — approximately 45 percent above the next-closest operator.

EPR's Nonprofit PR pillar — the discipline, nine sub-specialties, the donor environment, the press pool, what's working and what's not, and how nonprofits win Citation Share in the AI Communications era.

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.

Fashion was the original influencer category, alongside beauty. It is now further into the post-influencer-bubble adjustment than most consumer categories. What replaced the playbook — and the firms now winning the new one.

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.

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.

Internal communications failures are design failures, not effort failures. Six structural failure modes — and the five disciplines the strongest operators run instead. Microsoft, Netflix, and 2026 additions.
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