{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@context": "https://schema.org",
      "@type": "DefinedTerm",
      "@id": "https://geostack.co/wiki/generative-engine-optimization",
      "name": "Generative Engine Optimization",
      "description": "Generative Engine Optimization (GEO) is the practice of optimizing content and brand presence to appear in AI-powered search results from engines like ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini.",
      "inDefinedTermSet": {
        "@type": "DefinedTermSet",
        "name": "GeoStack Encyclopedia",
        "url": "https://geostack.co/wiki/"
      },
      "dateModified": "2026-06-25",
      "category": "Core Concepts",
      "url": "https://geostack.co/wiki/generative-engine-optimization",
      "citation": [
        {
          "@type": "CreativeWork",
          "name": "GEO: Generative Engine Optimization (KDD 2024 paper)",
          "url": "https://arxiv.org/abs/2311.09735"
        },
        {
          "@type": "CreativeWork",
          "name": "Generative Engine Optimization: A Practical Guide — Semrush",
          "url": "https://www.semrush.com/blog/generative-engine-optimization/"
        },
        {
          "@type": "CreativeWork",
          "name": "How to Improve Brand Visibility in AI Search — GeoStack Guide",
          "url": "https://geostack.co/blog/improve-brand-visibility-ai-search"
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      "audience": "beginner",
      "sameAs": [
        "https://en.wikipedia.org/wiki/Search_engine_optimization",
        "https://arxiv.org/abs/2311.09735"
      ],
      "keywords": "GEO is the discipline of being cited by AI-generated answers, not ranked in blue-link search | Coined in the KDD 2024 paper by Aggarwal et al. as the academic counterpart to SEO | Primary signals: brand mentions, structured data (schema.org), llms.txt, E-E-A-T, Wikipedia presence | Success metric: AI Share of Voice (AI SOV) and LLM Citation rate across engines"
    },
    {
      "@type": "FAQPage",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "How is GEO different from SEO?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "SEO optimizes for ranked links on search engine results pages (SERPs). GEO optimizes for being cited in AI-generated answers from ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini. They share signals (E-E-A-T, structured data) but differ in measurement (rank vs. citation)."
          }
        },
        {
          "@type": "Question",
          "name": "Is GEO replacing SEO?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "No — GEO complements SEO. Blue-link search still drives ~60% of web traffic. GEO adds visibility in the growing AI-answer channel that is already 15-20% of informational queries on some engines."
          }
        },
        {
          "@type": "Question",
          "name": "What is the most important GEO signal?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Brand mentions across the open web (including unlinked mentions). LLMs learn entity associations from co-occurrence patterns; brands that appear in 100+ independent sources are dramatically more likely to be cited than brands with fewer mentions."
          }
        }
      ]
    }
  ]
}