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    "editorialName": "ZenLeak 编辑部",
    "contact": "geo@allintwo.cloud"
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  "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-optimization-system-guide",
    "title": "GEO 优化系统怎么选：从数据字段、平台接入到人工复测",
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      "markdown": "https://zenleak.cn/evidence/geo-optimization-system-guide.md"
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    "category": "内容优化",
    "contentType": "guide",
    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-10-27",
    "dateModified": "2026-10-27",
    "reviewedAt": "2026-10-27",
    "evidenceReviewedAt": "2026-10-27",
    "claims": [
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        "id": "geo-optimization-system-guide-claim-1",
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        "url": "https://zenleak.cn/evidence/#geo-optimization-system-guide-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-system-guide/#geo-optimization-system-guide-claim-1",
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            "relation": "inference",
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            "sourceTitle": "Google Search Central · How Google Search works",
            "locator": "The three stages of Google Search: crawling, indexing and serving",
            "excerpt": "Google Search works in three stages: crawling, indexing, and serving search results. Not every page that Google processes ends up being indexed.",
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      },
      {
        "id": "geo-optimization-system-guide-claim-2",
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        "url": "https://zenleak.cn/evidence/#geo-optimization-system-guide-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-system-guide/#geo-optimization-system-guide-claim-2",
        "evidence": [
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            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/ai-citation-evidence-record/",
            "sourceTitle": "AI 搜索引用证据怎么归档：从原始回答到可复核记录",
            "locator": "证据包字段、原始材料、页面版本和审核状态",
            "excerpt": "可复核的 AI 引用记录应能从结论反向找到当时的问题与运行条件、完整可见回答、界面显示的来源、被核查的页面版本和审核理由。",
            "checkedAt": "2026-10-27",
            "limits": "该字段集合是 ZenLeak 的研究记录设计，不是所有平台的统一 API 规范；不同平台未提供的数据必须保留为未知或未采集。"
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        ]
      },
      {
        "id": "geo-optimization-system-guide-claim-3",
        "text": "页面巡检、去重、接口响应归档和趋势汇总适合自动化；跨平台 AI 网页回答采集、来源语义判断和声明准确性核验必须遵循平台接口权限并保留人工复核。",
        "url": "https://zenleak.cn/evidence/#geo-optimization-system-guide-claim-3",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-system-guide/#geo-optimization-system-guide-claim-3",
        "evidence": [
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            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/experiments/domestic-ai-citation-benchmark-method/",
            "sourceTitle": "国内 AI 引用实验怎么做：从固定问题到可复核结果",
            "locator": "自动化采集、原始回答保存与人工逐项核验",
            "excerpt": "自动化适合处理固定问题发送、响应保存、批次去重、字段校验和分母汇总；来源语义、内容采用、引用准确和平台限制仍需要人工审核。",
            "checkedAt": "2026-10-27",
            "limits": "这是 ZenLeak 对当前研究工作流的划分；自动化能力取决于平台是否提供适用且允许使用的接口，人工判断也应保留原始回答和判定理由。"
          }
        ]
      },
      {
        "id": "geo-optimization-system-guide-claim-4",
        "text": "选型应检验数据可导出、来源可追溯、未知状态可表达、限流有处理、权限与保留可控，以及供应商能否用真实故障场景演示，而非只比较仪表盘或平台数量。",
        "url": "https://zenleak.cn/evidence/#geo-optimization-system-guide-claim-4",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-system-guide/#geo-optimization-system-guide-claim-4",
        "evidence": [
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            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-monitoring-tools-guide/",
            "sourceTitle": "GEO 监测工具怎么选：从原始回答、来源核验到数据口径",
            "locator": "工具验收、原始数据、缺失状态和平台限制",
            "excerpt": "可复核的 GEO 记录至少需要平台、问题、时间、环境、完整回答、来源 URL、目标页面版本、判定理由和缺失状态，未知不能自动当成否或 0。",
            "checkedAt": "2026-10-27",
            "limits": "这是 ZenLeak 的工具评估方法；权限、保留、导出和故障演示是据此扩展的采购验收建议，不代表某一具体供应商已通过审核。"
          }
        ]
      },
      {
        "id": "geo-optimization-system-guide-claim-5",
        "text": "自动推送、蜘蛛访问或一次 AI 回答都不是收录、排名、流量或长期引用的保证；结果应按各自平台证据和固定复测条件解释。",
        "url": "https://zenleak.cn/evidence/#geo-optimization-system-guide-claim-5",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-system-guide/#geo-optimization-system-guide-claim-5",
        "evidence": [
          {
            "tutorialId": "geo-optimization-system-guide",
            "claimText": "自动推送、蜘蛛访问或一次 AI 回答都不是收录、排名、流量或长期引用的保证；结果应按各自平台证据和固定复测条件解释。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-effect-review/",
            "sourceTitle": "GEO 效果复盘怎么做：从可访问到业务行为的分层测量",
            "locator": "指标边界、固定复测和归因限制",
            "excerpt": "一次观察只能支持有限的描述性结论；30 天趋势还要考虑平台波动、页面改动、同期推广和替代解释，不能据此承诺排名、收录、引用或转化。",
            "checkedAt": "2026-10-27",
            "limits": "该来源支持避免从单次观察承诺长期结果；自动推送是否被接收、蜘蛛身份和页面收录仍需各自的第一方或平台证据。"
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    "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",
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      {
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        "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
        "publisher": "Google Search Central"
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      {
        "label": "IndexNow FAQ",
        "url": "https://www.indexnow.org/faq",
        "publisher": "IndexNow"
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      {
        "label": "百度普通收录",
        "url": "https://ziyuan.baidu.com/linksubmit/index",
        "publisher": "百度搜索资源平台"
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      {
        "label": "GEO 监测工具怎么选",
        "url": "https://zenleak.cn/content/geo-monitoring-tools-guide/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "GEO 效果复盘怎么做",
        "url": "https://zenleak.cn/content/geo-effect-review/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "GEO 页面版本管理怎么做",
        "url": "https://zenleak.cn/content/geo-page-version-management/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "GEO 声明级证据库怎么建",
        "url": "https://zenleak.cn/content/geo-claim-evidence-library/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "国内 AI 引用基准库",
        "url": "https://zenleak.cn/benchmarks/",
        "publisher": "ZenLeak 实验室"
      },
      {
        "label": "ZenLeak 上线就绪复测记录（2026-10-26）",
        "url": "https://zenleak.cn/downloads/research/readiness-retest-2026-10-26.json",
        "publisher": "ZenLeak 实验室"
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        "id": "geo-monitoring-tools-guide",
        "title": "GEO 监测工具怎么选：AI 提及、页面引用与搜索收录复测",
        "url": "https://zenleak.cn/content/geo-monitoring-tools-guide/"
      },
      {
        "id": "geo-effect-review",
        "title": "GEO 效果复盘怎么做：从一次 AI 回答到 30 天趋势的证据记录",
        "url": "https://zenleak.cn/content/geo-effect-review/"
      },
      {
        "id": "geo-page-version-management",
        "title": "GEO 页面版本管理怎么做：让 AI 引用复测、证据和内容更新可比较",
        "url": "https://zenleak.cn/content/geo-page-version-management/"
      }
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      {
        "id": "geo-monitoring-tools-guide",
        "title": "GEO 监测工具怎么选：AI 提及、页面引用与搜索收录复测",
        "url": "https://zenleak.cn/content/geo-monitoring-tools-guide/"
      },
      {
        "id": "geo-effect-review",
        "title": "GEO 效果复盘怎么做：从一次 AI 回答到 30 天趋势的证据记录",
        "url": "https://zenleak.cn/content/geo-effect-review/"
      },
      {
        "id": "geo-optimization-report-guide",
        "title": "GEO 优化报告怎么做：从 AI 引用监测到搜索收录复测的完整模板",
        "url": "https://zenleak.cn/content/geo-optimization-report-guide/"
      },
      {
        "id": "geo-page-version-management",
        "title": "GEO 页面版本管理怎么做：让 AI 引用复测、证据和内容更新可比较",
        "url": "https://zenleak.cn/content/geo-page-version-management/"
      },
      {
        "id": "geo-claim-evidence-library",
        "title": "GEO 声明级证据库怎么建：从一句结论到可核验记录",
        "url": "https://zenleak.cn/content/geo-claim-evidence-library/"
      },
      {
        "id": "domestic-ai-citation-retest-guide",
        "title": "国内 AI 平台 GEO 引用复测怎么做：固定问题、来源核验与证据记录",
        "url": "https://zenleak.cn/experiments/domestic-ai-citation-retest-guide/"
      },
      {
        "id": "search-index-retest",
        "title": "IndexNow、百度主动提交后，如何复测页面是否真的被抓取和收录？",
        "url": "https://zenleak.cn/technical/search-index-retest/"
      },
      {
        "id": "geo-page-publishing-checklist",
        "title": "GEO 页面发布前检查清单：12 项验收标准与复测方法",
        "url": "https://zenleak.cn/content/geo-page-publishing-checklist/"
      }
    ]
  }
}