{
  "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-citation-testing-before-indexed",
    "title": "搜索引擎收录很少时，如何正确做 GEO 引用测试？",
    "url": "https://zenleak.cn/content/geo-citation-testing-before-indexed/",
    "path": "/content/geo-citation-testing-before-indexed/",
    "evidenceUrl": "https://zenleak.cn/evidence/#geo-citation-testing-before-indexed",
    "representations": {
      "json": "https://zenleak.cn/evidence/geo-citation-testing-before-indexed.json",
      "markdown": "https://zenleak.cn/evidence/geo-citation-testing-before-indexed.md"
    },
    "category": "实验室",
    "contentType": "experiment",
    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-09-23",
    "dateModified": "2026-09-23",
    "reviewedAt": "2026-09-23",
    "evidenceReviewedAt": "2026-09-23",
    "claims": [
      {
        "id": "geo-citation-testing-before-indexed-claim-1",
        "text": "搜索引擎收录少会降低通过公开检索发现页面的机会，但不能据此断定页面一定不会被任何 AI 检索或引用；正确做法是同时保留收录状态和 AI 观察结果的未知值。",
        "url": "https://zenleak.cn/evidence/#geo-citation-testing-before-indexed-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-citation-testing-before-indexed/#geo-citation-testing-before-indexed-claim-1",
        "evidence": [
          {
            "tutorialId": "geo-citation-testing-before-indexed",
            "claimText": "搜索引擎收录少会降低通过公开检索发现页面的机会，但不能据此断定页面一定不会被任何 AI 检索或引用；正确做法是同时保留收录状态和 AI 观察结果的未知值。",
            "relation": "inference",
            "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；收录与 AI 检索概率之间的关系是本站的实验假设，不能由该页面直接推出，也不能代表其他平台。"
          }
        ]
      },
      {
        "id": "geo-citation-testing-before-indexed-claim-2",
        "text": "预索引阶段最重要的产物不是一张成功截图，而是冻结的问题、平台、地区、账号状态、页面版本和时间窗口，以及可回到原文的回答和来源记录。",
        "url": "https://zenleak.cn/evidence/#geo-citation-testing-before-indexed-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-citation-testing-before-indexed/#geo-citation-testing-before-indexed-claim-2",
        "evidence": [
          {
            "tutorialId": "geo-citation-testing-before-indexed",
            "claimText": "预索引阶段最重要的产物不是一张成功截图，而是冻结的问题、平台、地区、账号状态、页面版本和时间窗口，以及可回到原文的回答和来源记录。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/methodology/",
            "sourceTitle": "ZenLeak GEO 方法论",
            "locator": "AI 搜索实验的记录标准",
            "excerpt": "记录完整问题、平台、日期、语言和地区、改造前后版本或发布日期，并区分提及、链接、内容采用和答案准确度。",
            "checkedAt": "2026-09-23",
            "limits": "这是 ZenLeak 的实验记录协议和编辑建议，不是平台官方实验标准；固定条件有助于复测，但不能单独建立因果关系。"
          }
        ]
      },
      {
        "id": "geo-citation-testing-before-indexed-claim-3",
        "text": "品牌被提及、搜索结果出现 URL、答案显式链接页面、来源支持具体声明和回答覆盖完整问题是不同判断，必须分别记录，不能合并成一个 GEO 成功率。",
        "url": "https://zenleak.cn/evidence/#geo-citation-testing-before-indexed-claim-3",
        "articleUrl": "https://zenleak.cn/content/geo-citation-testing-before-indexed/#geo-citation-testing-before-indexed-claim-3",
        "evidence": [
          {
            "tutorialId": "geo-citation-testing-before-indexed",
            "claimText": "品牌被提及、搜索结果出现 URL、答案显式链接页面、来源支持具体声明和回答覆盖完整问题是不同判断，必须分别记录，不能合并成一个 GEO 成功率。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/benchmarks/",
            "sourceTitle": "ZenLeak 国内 AI 引用基准库",
            "locator": "七个判断维度与解释边界",
            "excerpt": "基准库分别记录联网、来源、品牌提及、页面引用、内容采用、引用准确和回答完整；空值保留为未知。",
            "checkedAt": "2026-09-23",
            "limits": "这是 ZenLeak 的观察字段设计，不是国内 AI 平台的统一指标；不同产品可能不公开全部中间状态，跨平台比较需要保留条件。"
          }
        ]
      },
      {
        "id": "geo-citation-testing-before-indexed-claim-4",
        "text": "ZenLeak 基准库仅公开管理员审核的逐题观察，草稿、未完成观察和无法脱敏回答不会进入前台或公开 JSON；因此自动采集结果不等于公开结论。",
        "url": "https://zenleak.cn/evidence/#geo-citation-testing-before-indexed-claim-4",
        "articleUrl": "https://zenleak.cn/content/geo-citation-testing-before-indexed/#geo-citation-testing-before-indexed-claim-4",
        "evidence": [
          {
            "tutorialId": "geo-citation-testing-before-indexed",
            "claimText": "ZenLeak 基准库仅公开管理员审核的逐题观察，草稿、未完成观察和无法脱敏回答不会进入前台或公开 JSON；因此自动采集结果不等于公开结论。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/benchmarks/",
            "sourceTitle": "ZenLeak 国内 AI 引用基准库",
            "locator": "已审核观察记录说明",
            "excerpt": "这里仅显示管理员审核公开的逐题记录。草稿、未完成观察和无法脱敏的回答不会进入前台或公开 JSON。",
            "checkedAt": "2026-09-23",
            "limits": "该页面支持公开发布边界，不证明后台自动化任务一定成功，也不代表消费端网页与 API 的联网、来源展示和模型行为相同。"
          }
        ]
      }
    ],
    "sources": [
      {
        "label": "How Google Search works",
        "url": "https://developers.google.com/search/docs/fundamentals/how-search-works",
        "publisher": "Google Search Central"
      },
      {
        "label": "AI features and your website",
        "url": "https://developers.google.com/search/docs/appearance/ai-features",
        "publisher": "Google Search Central"
      },
      {
        "label": "普通收录",
        "url": "https://ziyuan.baidu.com/linksubmit/index",
        "publisher": "百度搜索资源平台"
      },
      {
        "label": "ZenLeak 国内 AI 引用基准库",
        "url": "https://zenleak.cn/benchmarks/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "ZenLeak GEO 方法论",
        "url": "https://zenleak.cn/methodology/",
        "publisher": "ZenLeak 实验室"
      }
    ],
    "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": "ai-citation-test",
        "title": "AI 引用测试怎么做：建立 GEO 实验记录",
        "url": "https://zenleak.cn/experiments/ai-citation-test/"
      },
      {
        "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/"
      }
    ],
    "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": "ai-citation-test",
        "title": "AI 引用测试怎么做：建立 GEO 实验记录",
        "url": "https://zenleak.cn/experiments/ai-citation-test/"
      },
      {
        "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": "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/"
      },
      {
        "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/"
      }
    ]
  }
}