EPR's Retail & eCommerce pillar — entity profiles, collapse case studies, retail media, ecommerce playbooks, and the AI-visibility research that shows which retailers the AI engines cite.
Eighteen firms building CPG brand authority in the AI Communications era — ranked for Citation Share inside ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. 5W AI Communications leads.
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.
Shoppers ask ChatGPT for moisturizers, Claude for mattresses, Perplexity for earbuds. The answer is written before they open a tab. Seven dimensions for consumer brands.
Without an AI Communications strategy: competitors gain Citation Share, adversarial content stacks up, internal capability atrophies. Apple, Patagonia, CeraVe, Stanley already operate it.
Three tiers define a working AI visibility program inside consumer brands. Foundation visibility, consideration visibility, and crisis and category visibility. Each requires different operational muscle.
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.
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 companion to the Consumer AI Visibility roof thesis: the seven moves every brand makes to win Citation Share inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
