{
  "@context": "https://schema.org",
  "@type": "DefinedTerm",
  "schema_version": "1.1",
  "content_item_id": "dictionary-ai-visibility.en",
  "translation_group_id": "dictionary-ai-visibility",
  "locale": "en",
  "type": "glossary",
  "section": "dictionary",
  "slug": "ai-visibility",
  "title": "AI visibility",
  "description": "An observable definition of AI visibility and a way to measure mentions, citations, and referrals without false precision.",
  "direct_answer": "AI visibility is the observed appearance of a brand, page, or entity in an AI-system answer. A mention, recommendation, citation, and referral are different outcomes; one bot visit or one favorable answer does not measure overall visibility.",
  "sections": [
    {
      "heading": "A precise working meaning",
      "paragraphs": [
        "The unit of observation is a specific answer to a specific prompt in a stated mode and time. Visibility occurs when the archived answer contains the tracked entity or URL. It is not a permanent property of a site; it is a sample outcome."
      ],
      "source_ids": [
        "google-ai-search",
        "openai-bots"
      ]
    },
    {
      "heading": "Four different outcomes",
      "paragraphs": [
        "Mention means the name appears. Recommendation means the system proposes the entity as an option. Citation means a verifiable link or attribution is displayed. Referral means a user visits the site. The first three are visible in the answer; the last appears in site analytics."
      ],
      "source_ids": [
        "google-ai-search",
        "openai-bots"
      ]
    },
    {
      "heading": "Concrete example",
      "paragraphs": [
        "Across 40 archived answers, a brand is named 12 times, recommended 5 times, linked through its official site 3 times, and receives 2 referrals. These are four metrics with one period and denominator, not one 30% score."
      ]
    },
    {
      "heading": "How to measure it",
      "paragraphs": [
        "Predefine prompts, platforms, locales, regions, modes, and repeats. Preserve full answers and links. Publish numerator, denominator, period, and coding rules. Do not compare systems tested with different prompt sets as equals."
      ]
    },
    {
      "heading": "Common mistake",
      "paragraphs": [
        "Blending site readiness with actual appearances in answers. Good accessibility is a necessary operating condition, but the outcome must be observed separately."
      ]
    }
  ],
  "published_at": "2026-09-11",
  "modified_at": "2026-09-11",
  "data_through": "2026-09-11",
  "next_review_at": "2026-10-11",
  "author": "GeoAeoAle Editorial",
  "origin": "editorial",
  "publisher": "GeoAeoAle Editorial",
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "canonical_url": "https://geoaeoale.com/en/dictionary/ai-visibility/",
  "claims": [
    {
      "claim_id": "visibility-observed-outcomes",
      "text": "Observable AI visibility should be calculated from preserved answers and separate outcome types.",
      "status": "inference",
      "confidence": "medium",
      "source_ids": [
        "google-ai-search",
        "openai-bots"
      ],
      "publication_status": "public",
      "confidentiality": "public"
    }
  ],
  "sources": [
    {
      "source_id": "google-ai-search",
      "canonical_url": "https://developers.google.com/search/docs/appearance/ai-features",
      "title": "Top ways to ensure your content performs well in Google's AI experiences",
      "publisher": "Google Search Central",
      "source_type": "official",
      "locale": "en",
      "published_at": null,
      "checked_at": "2026-09-11",
      "sha256": "c6b267ed42c26ee63151c87d27de45d8882a5b7dc77c3d3dece510b21d63c300",
      "license": "Source terms apply",
      "visibility": "public"
    },
    {
      "source_id": "openai-bots",
      "canonical_url": "https://developers.openai.com/api/docs/bots",
      "title": "Overview of OpenAI crawlers",
      "publisher": "OpenAI Developers",
      "source_type": "official",
      "locale": "en",
      "published_at": null,
      "checked_at": "2026-09-11",
      "sha256": "ccbdef3018bd08dceaacb7fe0ea07a2020d25e201ab84aa44625827aac925440",
      "license": "Source terms apply",
      "visibility": "public"
    }
  ],
  "related_slugs": [
    "ai-citation",
    "crawler",
    "retrieval",
    "source-attribution"
  ],
  "limitations": [
    "Answers vary over time and context; every estimate applies only to the disclosed panel and period."
  ],
  "corrections": []
}