{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@context": "https://schema.org",
      "@type": "DefinedTerm",
      "@id": "https://geostack.co/wiki/wikipedia-presence",
      "name": "Wikipedia Presence",
      "description": "Wikipedia presence refers to having accurate and comprehensive Wikipedia coverage for your brand, organization, or topic — a critical GEO signal given that Wikipedia constitutes a significant portion of AI training data and is heavily weighted by AI engines as an authoritative source.",
      "inDefinedTermSet": {
        "@type": "DefinedTermSet",
        "name": "GeoStack Encyclopedia",
        "url": "https://geostack.co/wiki/"
      },
      "dateModified": "2026-06-25",
      "category": "Core Concepts",
      "url": "https://geostack.co/wiki/wikipedia-presence",
      "citation": [
        {
          "@type": "CreativeWork",
          "name": "GEO: Generative Engine Optimization (KDD 2024)",
          "url": "https://arxiv.org/abs/2311.09735"
        }
      ],
      "alternateName": "Wikipedia Optimization",
      "audience": "beginner",
      "sameAs": [
        "https://en.wikipedia.org/wiki/Wikipedia"
      ],
      "keywords": "Wikipedia forms ~47.9% of ChatGPT citations, Reddit ~11.3% — Wikipedia is the single most-cited source | Brands with Wikipedia articles are cited 5-10x more often than brands without | Wikipedia presence also feeds Google's Knowledge Graph, influencing Google AI Overviews | Notability matters: brands must meet Wikipedia's notability threshold to sustain an article"
    },
    {
      "@type": "FAQPage",
      "mainEntity": [
        {
          "@type": "Question",
          "name": "Does my brand need a Wikipedia article?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Yes, if you meet Wikipedia's notability threshold (sustained coverage in independent reliable sources). The single highest-ROI GEO investment for brands that qualify. Without one, you're invisible to the #1 cited source across all major LLMs."
          }
        },
        {
          "@type": "Question",
          "name": "How do I get a Wikipedia article created?",
          "acceptedAnswer": {
            "@type": "Answer",
            "text": "Build notability first — get coverage in independent reliable sources (news, trade press, peer-reviewed work). Then draft a neutral, well-sourced article following Wikipedia's guidelines. Avoid conflict-of-interest editing; use the talk page and request edits."
          }
        }
      ]
    }
  ]
}