AI search isn’t coming — it’s already here. In 2026, Google AI Overviews, Perplexity, ChatGPT Search, Gemini, and Claude handle billions of queries every month. Users no longer click through blue links; they get synthesized answers with citations. If your content isn’t being cited , you’re invisible. That’s where Generative Engine Optimization (GEO) comes in. Unlike traditional SEO (which fights for rankings in the top 10), GEO focuses on making your content machine-readable, citable, and trustworthy so AI engines pull it directly into their responses. At SEO W3C, we’ve always championed web standards. In 2026, W3C-backed structured data (especially JSON-LD) is your most powerful GEO lever. It turns your pages into clean, verifiable data blocks that LLMs love to cite. Let’s dive deep into exactly how to win citations in AI Overviews and LLMs — with proven 2026 tactics and heavy emphasis on W3C-compliant structured data. What Is Generative Engine Optimization (GEO) — and Why 202...
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