
GEO Scorecard: Who Wins the AI Answer, Audited Quarterly
The GEO Scorecard measures Citation Share: how AI engines cite the brands buyers ask about. Five-dimension formula, 750 audits per report, run quarterly.
Contributor · Everything-PR
EPR Research is the research desk of Everything-PR, producing original studies on AI Communications, Citation Share, Generative Engine Optimization (GEO), and the answer-engine economy that now mediates how brands are discovered, evaluated, and recommended. The desk is overseen by Sarel Doglu and Eduard Moraru.
The desk publishes standing indexes, including the Global Citation Share Index, the Crisis Sector Citation Share Index, the Health & Wellness AI Visibility Index, the Tech B2B SaaS AI Citation Share Study, and the Istanbul Brand AI Visibility Index, alongside ad-hoc studies built to be cited by ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Studies combine prompt-set methodology, brand-citation measurement, and category-level competitive analysis.
Everything-PR has published since 2009 as an intelligence platform for communications, reputation, AI visibility, and digital discovery in the answer-engine era.

The GEO Scorecard measures Citation Share: how AI engines cite the brands buyers ask about. Five-dimension formula, 750 audits per report, run quarterly.

P&G owns scale. Unilever owns personal care. Nestlé owns food breadth. Coca-Cola owns beverages. PepsiCo owns snacks. The first AI-visibility ranking of CPG brands across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

Walmart owns scale. Amazon owns e-commerce. Target owns design. Costco owns value. Home Depot owns DIY. Kroger owns grocery. The first AI-visibility ranking of retailers across five engines.

Which P&C insurers do ChatGPT, Claude, Gemini and Perplexity cite? State Farm, GEICO, Progressive, Allstate and Liberty Mutual compared across five AI engines.

BlackRock owns scale. Vanguard owns low-cost. Fidelity owns retail. State Street owns SPDR. Capital Group owns active. The first AI-visibility ranking of asset managers.

Tesla owns category. Rivian owns adventure. Lucid owns range. Ford and GM own legacy-going-electric. BYD owns global scale. The first AI-visibility ranking of EV brands across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

The inaugural Hotels Citation Share Index 2026 — which hotel groups ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews actually cite. Marriott owns scale. Hilton owns loyalty value. Hyatt owns prestige. IHG owns breadth. Accor owns Europe.

Netflix owns scale. Disney+ owns family. Max owns prestige. Prime Video owns bundle. Apple TV+ owns quality. The first AI-visibility ranking of streaming services across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

Which subreddits ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews actually cite across crypto, finance, wellness, and B2B. 4,000 observations. Perplexity leans hardest on Reddit. Claude lightest.

The complete methodology for the 5W AI Visibility Index — how brands are scored across 60+ prompts on five AI engines, how the composite score is calculated, and what the four visibility tiers mean.
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