The inaugural CPG Citation Share Index 2026 — which CPG giants ChatGPT, Claude, Gemini, Perplexity, AI Overviews cite. P&G owns scale. Unilever owns personal care. Nestlé owns food breadth. Coca-Cola owns beverages. PepsiCo owns snacks. Mondelēz owns confectionery.
The inaugural Retail Citation Share Index 2026 — which retailers ChatGPT, Claude, Gemini, Perplexity, AI Overviews cite. Walmart owns scale. Amazon owns e-commerce. Target owns design. Costco owns value. Home Depot owns DIY. Kroger owns grocery.
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.
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 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.
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.
TikTok and Reddit carry disproportionate weight for consumer brands because their content is durable — it feeds coverage, search, and AI-engine answers long after posting. This article explains how both platforms influence AI answers.
A 90-day playbook for consumer brands to appear in AI engine answers. Three phases — audit and fix entity data, build earned footprint, structure owned content for retrieval. GEO operationalized for CPG.