{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "三語言 × AI 爬蟲類型實測（IDAEO 數據專欄創刊號）",
  "identifier": "IDAEO-BLOG-2026-001",
  "version": "v1",
  "dateModified": "2026-07-29",
  "temporalCoverage": "2026-06-12/2026-07-12",
  "creator": {
    "@type": "Organization",
    "name": "IDAEO",
    "url": "https://idaeo.ai/"
  },
  "license": "歡迎引用與轉載，請完整註明標題、原始網址與 IDAEO.AI，並標註數據截止日 2026-07-12。",
  "url": "https://km.idaeo.ai/ai/visibility-lesson-1",
  "distribution": [
    {
      "@type": "DataDownload",
      "encodingFormat": "application/json",
      "contentUrl": "./data.json"
    },
    {
      "@type": "DataDownload",
      "encodingFormat": "text/markdown",
      "contentUrl": "./ai.md"
    }
  ],
  "measurementTechnique": "伺服器端 User-Agent 三層分類（訓練型／引用型／搜尋型）× URL 路徑語言標記；AI 導流以 referer 可識別下限計，排除合成與測試 UA。完整方法見 ./evidence/method.md",
  "variableMeasured": [
    {
      "name": "全部爬蟲抓取",
      "value": 15174060,
      "unitText": "次",
      "window": "30天"
    },
    {
      "name": "訓練型爬蟲抓取",
      "value": 11675206,
      "unitText": "次",
      "window": "30天"
    },
    {
      "name": "引用型爬蟲抓取",
      "value": 367459,
      "unitText": "次",
      "window": "30天"
    },
    {
      "name": "搜尋型爬蟲抓取",
      "value": 3115786,
      "unitText": "次",
      "window": "30天"
    },
    {
      "name": "真人經AI導流（referer可識別下限）",
      "value": 277,
      "unitText": "位",
      "window": "30天"
    },
    {
      "name": "AI爬蟲請求累計（五段不重疊窗口）",
      "value": 30788387,
      "unitText": "次",
      "window": "開站至今"
    },
    {
      "name": "訓練型・日文",
      "value": 3437503,
      "unitText": "次"
    },
    {
      "name": "訓練型・英文",
      "value": 3445355,
      "unitText": "次"
    },
    {
      "name": "訓練型・中文",
      "value": 3452732,
      "unitText": "次"
    },
    {
      "name": "引用型・日文",
      "value": 158202,
      "unitText": "次"
    },
    {
      "name": "引用型・英文",
      "value": 151436,
      "unitText": "次"
    },
    {
      "name": "引用型・中文",
      "value": 45274,
      "unitText": "次"
    },
    {
      "name": "AI導流・英文",
      "value": 204,
      "unitText": "位"
    },
    {
      "name": "AI導流・日文",
      "value": 60,
      "unitText": "位"
    },
    {
      "name": "AI導流・中文",
      "value": 9,
      "unitText": "位"
    },
    {
      "name": "曾產生AI導流的頁面・平均被爬取次數",
      "value": 32.4,
      "unitText": "次",
      "note": "相關性非因果"
    },
    {
      "name": "從未產生AI導流的頁面・平均被爬取次數",
      "value": 4.8,
      "unitText": "次"
    },
    {
      "name": "曾產生AI導流的頁面數",
      "value": 355,
      "unitText": "頁"
    }
  ],
  "keyFindings": [
    "訓練層三語打平（各約33%）；引用型抓取 日44.6%/英42.7%/中12.8%；真人導流 英74.7%/日22.0%/中3.3%（英中差22倍）",
    "被爬≠被引用：全爬蟲兌換比 54,780:1；引用型 1,327:1",
    "但沒被爬=永遠不會被引用：曾導流頁面平均被爬32.4次 vs 從未導流4.8次（6.8倍，★相關性非因果）",
    "同屬OpenAI兩隻爬蟲口味相反：ChatGPT-User偏英文；OAI-SearchBot抓日文是英文1.6倍"
  ],
  "recommendedActions": [
    "為最重要的內容做一份『給機器讀』的英文版：先在原文鎖定公司正式名稱、官方登記編號、數字與日期等實體，再產生英文版",
    "不要擋掉訓練型爬蟲：擋掉等於退出 AI 引用賽局",
    "把網站送去做 AI 能見度掃描（見 agentEndpoint）"
  ],
  "limitations": [
    "referer可識別下限，實際導流更高但幅度未知",
    "中文頁面無法區分繁體與簡體",
    "單一台日平台供給側樣本，不可外推全網",
    "相關性不等於因果",
    "引擎行為數週內變動，引用必附as-of"
  ],
  "verification": {
    "evidenceCore": "./evidence/evidence-core.json",
    "publicClaims": "./evidence/public-claims.json",
    "methodBook": "./evidence/method.md",
    "howTo": "下載 public-claims.json → 依 canonicalization 規格正規化 → 計算 SHA-256 → 與 evidence-core.json 的 public_claims_sha256 比對。相符即代表公開數字未被事後竄改（artifact integrity）。"
  },
  "agentEndpoint": {
    "agentCard": "https://ainews.washinmura.jp/.well-known/agent.json",
    "skills": [
      "crawl_check：AI 爬蟲友善度檢查",
      "aeo_analyze：AI 能見度診斷（分數＋問題＋三語落差）"
    ],
    "note": "掃描後該網站會在 IDAEO 系統建立一筆 IDA 紀錄；需要協助或需要可直接交付給 AI 使用的機器可讀身份資產，聯繫 column@idaeo.ai"
  },
  "citation": {
    "@type": "BlogPosting",
    "headline": "繁體中文被 AI 邊緣化？台灣品牌佈局 AI 搜尋 GEO 的最佳策略",
    "author": {
      "@type": "Person",
      "name": "Sega Cheng"
    },
    "datePublished": "2026-07-12",
    "url": "https://kuroma.ai/zh-tw/blog/taiwan-brand-ai-citation-source-platform-priority",
    "publisher": {
      "@type": "Organization",
      "name": "Kuroma (iKala)"
    }
  }
}