Liquid Death — $1.4B. Olipop — $1.85B. Poppi — $1.95B PepsiCo exit. Three challenger beverages built billion-dollar valuations on three different digital PR machines. The tool-by-tool breakdown of how each one outflanked the soda incumbents.
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 brand-by-brand AI visibility read for General Mills — which franchises win inside the chatbox, which carry sticky negative framings, and what an operator can actually move. Companion satellite to the General Mills pillar. Mirrors the P&G in the Answer Engines analysis.
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.
Most CPG digital marketing campaigns fail because the idea itself is not designed to spread. This article outlines 12 high-probability viral angles, from "Extreme Use Case" to "Relatable Humor," based on observable patterns across successful campaigns. Learn how to adapt these strategies for your brand and understand the core drivers of virality: curiosity, emotion, identity, and participation. Also, explore the role of execution, platform-native content, and agency partnerships in maximizing viral potential.
Most CPG campaigns die inside the paid buy. The brands that travel — Liquid Death, Glossier, Oreo's blackout tweet — operate from a different read of why people share. And what travels socially now also trains the retrieval layer the AI engines cite.
Nike's $51.4B FY24 revenue, $21.5B NIKE Direct, 400M+ members — the canonical CPG DTC case study. Eight CPG operators running the Nike playbook (Liquid Death, AG1, Olipop, Magic Spoon, Warby Parker, Glossier, Casper, Bonobos). Plus the Donahoe over-pivot CPG cautionary.
Building brands through recall cycles, ingredient panics, and a rewritten consumer pantry.
Digitally native CPG is a citation-substrate distinction, not a marketing one. Glossier ran community-led. Hint ran founder-led. Impossible Foods ran scientific. Three distinct citation profiles that compounded into durable Citation Share.