{
  "schemaVersion": "1.2",
  "type": "tutorial-evidence-record",
  "language": "zh-CN",
  "generatedAt": "2026-09-23",
  "publisher": {
    "id": "https://zenleak.cn/#organization",
    "name": "ZenLeak GEO 学院",
    "editorialName": "ZenLeak 编辑部",
    "contact": "geo@allintwo.cloud"
  },
  "policies": {
    "sourceRelationship": "Page sources provide general context. Explicit claim evidence includes a source excerpt, locator, relation, review date and limits; unmapped claims do not imply one-to-one source support.",
    "rankingDisclaimer": "Inclusion in this evidence layer does not guarantee search ranking, indexing, citation, recommendation, or adoption by an AI system."
  },
  "record": {
    "id": "geo-discovery-vs-citation",
    "title": "GEO 实验如何区分被发现、被收录与被 AI 引用：ZenLeak Day 3 复测记录",
    "url": "https://zenleak.cn/content/geo-discovery-vs-citation/",
    "path": "/content/geo-discovery-vs-citation/",
    "evidenceUrl": "https://zenleak.cn/evidence/#geo-discovery-vs-citation",
    "representations": {
      "json": "https://zenleak.cn/evidence/geo-discovery-vs-citation.json",
      "markdown": "https://zenleak.cn/evidence/geo-discovery-vs-citation.md"
    },
    "category": "内容优化",
    "contentType": "case-study",
    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-09-22",
    "dateModified": "2026-09-22",
    "reviewedAt": "2026-09-22",
    "evidenceReviewedAt": "2026-09-23",
    "claims": [
      {
        "id": "geo-discovery-vs-citation-claim-1",
        "text": "页面能打开、被平台发现、进入搜索索引、被 AI 检索和被答案显式引用，是不同事实层级；任何一层都不能替代另一层。",
        "url": "https://zenleak.cn/evidence/#geo-discovery-vs-citation-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-discovery-vs-citation/#geo-discovery-vs-citation-claim-1",
        "evidence": [
          {
            "tutorialId": "geo-discovery-vs-citation",
            "claimText": "页面能打开、被平台发现、进入搜索索引、被 AI 检索和被答案显式引用，是不同事实层级；任何一层都不能替代另一层。",
            "relation": "context",
            "sourceUrl": "https://developers.google.com/search/docs/fundamentals/how-search-works",
            "sourceTitle": "Google Search Central · How Google Search works",
            "locator": "Crawling, indexing and serving",
            "excerpt": "Google Search works in three stages: crawling, indexing, and serving search results.",
            "checkedAt": "2026-09-23",
            "limits": "官方资料支持抓取、索引和搜索展示是不同阶段；AI 检索与显式引用的字段和证据口径是 ZenLeak 的实验设计，不能由 Google 搜索流程直接推出。"
          }
        ]
      },
      {
        "id": "geo-discovery-vs-citation-claim-2",
        "text": "ZenLeak Day 3 对两个固定页面完成 2 / 2 HTTP 200、12 / 12 机器入口组合可达和 2 / 2 Bing discovered，但 Google 收录与 AI 检索、引用仍保持未知。",
        "url": "https://zenleak.cn/evidence/#geo-discovery-vs-citation-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-discovery-vs-citation/#geo-discovery-vs-citation-claim-2",
        "evidence": [
          {
            "tutorialId": "geo-discovery-vs-citation",
            "claimText": "ZenLeak Day 3 对两个固定页面完成 2 / 2 HTTP 200、12 / 12 机器入口组合可达和 2 / 2 Bing discovered，但 Google 收录与 AI 检索、引用仍保持未知。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/downloads/research/discovery-day3-2026-09-22.json",
            "sourceTitle": "Day 3 脱敏核查数据 JSON",
            "locator": "pages、entries、searchSnapshot 与 interpretation 字段",
            "excerpt": "两个页面均为 HTTP 200；6 类入口 × 2 个页面均返回 200；Bing discovered 为 2 / 2；Google 检查已手动关闭，indexed、aiRetrieved 与 aiCited 均为 null。",
            "checkedAt": "2026-09-23",
            "limits": "这是 2026-09-22 对两个固定页面的第一方快照，不代表当前站点全部 URL、Google 状态或任何 AI 平台的引用结果。"
          }
        ]
      },
      {
        "id": "geo-discovery-vs-citation-claim-3",
        "text": "可靠的 GEO 实验应冻结 URL、问题、平台、时间窗口和判定规则，保存原始响应与来源链接，并把 User-Agent 候选、真实爬虫身份和人工测试分开记录。",
        "url": "https://zenleak.cn/evidence/#geo-discovery-vs-citation-claim-3",
        "articleUrl": "https://zenleak.cn/content/geo-discovery-vs-citation/#geo-discovery-vs-citation-claim-3",
        "evidence": []
      },
      {
        "id": "geo-discovery-vs-citation-claim-4",
        "text": "高质量结论不是把未知填成成功，而是明确当前证据支持到哪一层、下一次复测要补什么证据。",
        "url": "https://zenleak.cn/evidence/#geo-discovery-vs-citation-claim-4",
        "articleUrl": "https://zenleak.cn/content/geo-discovery-vs-citation/#geo-discovery-vs-citation-claim-4",
        "evidence": [
          {
            "tutorialId": "geo-discovery-vs-citation",
            "claimText": "高质量结论不是把未知填成成功，而是明确当前证据支持到哪一层、下一次复测要补什么证据。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/downloads/research/discovery-day3-2026-09-22.json",
            "sourceTitle": "Day 3 脱敏核查数据 JSON",
            "locator": "interpretation 与 crawlerObservation.limitations 字段",
            "excerpt": "技术可访问、机器入口覆盖、Bing 发现、百度提交和 AI 引用属于不同事实层级；本轮没有完整 AI 固定问题证据。",
            "checkedAt": "2026-09-23",
            "limits": "该记录只说明本轮实验的证据边界和下一步方向，不证明保留未知状态本身会带来排名或引用提升。"
          }
        ]
      }
    ],
    "sources": [
      {
        "label": "ZenLeak Day 3 公开实验记录",
        "url": "https://zenleak.cn/experiments/records/new-content-discovery-30d-2026-09-19/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "Day 3 脱敏核查数据 JSON",
        "url": "https://zenleak.cn/downloads/research/discovery-day3-2026-09-22.json",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "How Google Search works",
        "url": "https://developers.google.com/search/docs/fundamentals/how-search-works",
        "publisher": "Google Search Central"
      },
      {
        "label": "Robots Exclusion Protocol",
        "url": "https://www.rfc-editor.org/rfc/rfc9309",
        "publisher": "RFC Editor"
      },
      {
        "label": "普通收录",
        "url": "https://ziyuan.baidu.com/linksubmit/index",
        "publisher": "百度搜索资源平台"
      },
      {
        "label": "Bing URL Inspection",
        "url": "https://www.bing.com/webmasters/help/url-inspection-55a30305",
        "publisher": "Bing Webmaster Tools"
      }
    ],
    "prerequisites": [
      {
        "id": "indexing-vs-ai-citation",
        "title": "百度已经收录，为什么 AI 仍然不引用？从抓取、索引到答案引用的完整链路",
        "url": "https://zenleak.cn/technical/indexing-vs-ai-citation/"
      },
      {
        "id": "geo-measurement-framework",
        "title": "如何衡量 GEO 效果：从 AI 引用、搜索可见性到业务转化",
        "url": "https://zenleak.cn/practice/geo-measurement-framework/"
      },
      {
        "id": "ai-citation-accuracy",
        "title": "AI 引用了你的网站，就算 GEO 成功吗？引用准确性的核查方法",
        "url": "https://zenleak.cn/experiments/ai-citation-accuracy/"
      }
    ],
    "related": [
      {
        "id": "indexing-vs-ai-citation",
        "title": "百度已经收录，为什么 AI 仍然不引用？从抓取、索引到答案引用的完整链路",
        "url": "https://zenleak.cn/technical/indexing-vs-ai-citation/"
      },
      {
        "id": "geo-measurement-framework",
        "title": "如何衡量 GEO 效果：从 AI 引用、搜索可见性到业务转化",
        "url": "https://zenleak.cn/practice/geo-measurement-framework/"
      },
      {
        "id": "ai-citation-accuracy",
        "title": "AI 引用了你的网站，就算 GEO 成功吗？引用准确性的核查方法",
        "url": "https://zenleak.cn/experiments/ai-citation-accuracy/"
      },
      {
        "id": "china-ai-search-geo",
        "title": "国内 AI 搜索如何获取网页信息：DeepSeek、Kimi、豆包、通义千问、智谱对比",
        "url": "https://zenleak.cn/content/china-ai-search-geo/"
      },
      {
        "id": "ai-crawler-governance",
        "title": "AI 爬虫治理：分开管理搜索索引、答案代理与模型训练",
        "url": "https://zenleak.cn/technical/ai-crawler-governance/"
      }
    ]
  }
}