Hexagon Blog

Insights on AI-powered marketing, GEO optimization, and getting your brand recommended by AI assistants.

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The AI Search Citation Economy: How We Analyzed 100,000 Recommendations to Reveal What Actually Drives Brand Authority

In late 2024, Hexagon analyzed over 100,000 AI-generated product recommendations across ChatGPT, Perplexity, and Claude. The finding was stark: only 3–5% of e-commerce brands received consistent citations—yet 58% of consumers now use generative AI to research products before buying. This guide reveals the citation patterns, why they matter, and the specific moves that separate the cited few from the invisible majority.

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Decoded: The Hidden Algorithm Behind AI Shopping Recommendations (What 100,000 Citations Reveal About Brand Discovery in 2026)

In 18 months, AI shopping assistants have become the dominant new discovery channel in e-commerce—driving $194 billion in transactions while 86% of brands have no strategy to rank in them. This guide decodes the 12 ranking factors that actually determine AI visibility, explains the 83% gap between traditional SEO and AI recommendations, and shows exactly how to build the claim infrastructure that generative engines reward.

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Hexagon helps brands optimize for AI search engines and get recommended by ChatGPT, Perplexity, Claude, and Gemini. Our blog covers Generative Engine Optimization (GEO), AI marketing strategies, and how to improve your brand's visibility in AI-powered search results.

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