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AI Engines Now Decide Brand Discovery in More Than a Third of Consumer Categories — and the Winners Aren't the Biggest Brands
AI Visibility

AI Engines Now Decide Brand Discovery in More Than a Third of Consumer Categories — and the Winners Aren't the Biggest Brands

Generative AI engines have become the first stop in a meaningful share of American consumer research, and the brands those engines recommend are often not the brands that lead the underlying markets. A new analysis from 5W, the 'AI Communications Firm,' ranks the largest brands in fifteen consumer and B2B categories by their estimated citation share inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

EPR Editorial Team ·
Sotheby's Edged Christie's at AI
Luxury

Sotheby's Edged Christie's at AI

The Auction House Citation Share Index 2026 evaluates Sotheby's, Christie's, Phillips, Bonhams, and Heritage for AI engine retrieval and category authority. It covers six signals: catalog depth, earned media, specialist visibility, record sales, breadth, and AI retrieval signal.

EPR Editorial Team ·
The Watch Brand Authority Index 2026
Research

The Watch Brand Authority Index 2026

The Watch Brand Authority Index 2026 analyzes watch brands based on AI engine authority, auction performance, and editorial visibility. This report from EPR and 5W AI Communications identifies top brands and shifting market dynamics, offering insights into what drives authority in the collectible watch market.

EPR Editorial Team ·
AI Visibility, Explained
AI Communications

AI Visibility, Explained

AI Visibility is the degree to which a brand is present, accurate, and on-strategy inside the answers generated by AI engines. It is the goal of GEO. It is what Citation Share approximately measures. The mechanism differs from search-era brand visibility.

EPR Editorial Team ·
Citation Share, Explained
AI Communications

Citation Share, Explained

Citation Share is the percentage of AI-generated answers in a category that cite, name, quote, or reference a given brand. It is to the answer-engine era what market share is to revenue. This article explains what Citation Share measures, what it doesn't, and why it's a crucial metric for brands to understand and manage their AI visibility.

EPR Editorial Team ·