{
  "schemaVersion": "1.2",
  "type": "tutorial-evidence-record",
  "language": "zh-CN",
  "generatedAt": "2026-10-26",
  "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-keyword-cannibalization-guide",
    "title": "GEO 关键词蚕食怎么处理：从主页面选择到内容合并的实战方法",
    "url": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/",
    "path": "/content/geo-keyword-cannibalization-guide/",
    "evidenceUrl": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide",
    "representations": {
      "json": "https://zenleak.cn/evidence/geo-keyword-cannibalization-guide.json",
      "markdown": "https://zenleak.cn/evidence/geo-keyword-cannibalization-guide.md"
    },
    "category": "内容优化",
    "contentType": "guide",
    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-10-26",
    "dateModified": "2026-10-26",
    "reviewedAt": "2026-10-26",
    "evidenceReviewedAt": "2026-10-26",
    "claims": [
      {
        "id": "geo-keyword-cannibalization-guide-claim-1",
        "text": "GEO 关键词蚕食应理解为多个 URL 承担相同主要用户任务，却没有清楚的主页面、证据分工和维护边界；同一主题存在多个不同角色页面不自动构成蚕食。",
        "url": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/#geo-keyword-cannibalization-guide-claim-1",
        "evidence": [
          {
            "tutorialId": "geo-keyword-cannibalization-guide",
            "claimText": "GEO 关键词蚕食应理解为多个 URL 承担相同主要用户任务，却没有清楚的主页面、证据分工和维护边界；同一主题存在多个不同角色页面不自动构成蚕食。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-content-architecture/",
            "sourceTitle": "GEO 内容架构怎么搭：支柱页、教程页、案例页与实验记录的分工",
            "locator": "页面角色、内容集群和页面分工",
            "excerpt": "教程站应让每个页面承担一个清晰、可验证、有人负责维护的任务；支柱页、教程页、案例页和实验记录可以围绕主题形成不同角色。",
            "checkedAt": "2026-10-26",
            "limits": "这是 ZenLeak 的内容架构定义，不是搜索平台公开的关键词蚕食判定公式；仍需结合实际页面、查询意图和观察窗口。"
          }
        ]
      },
      {
        "id": "geo-keyword-cannibalization-guide-claim-2",
        "text": "判断两个相近页面是否应合并，应比较用户任务、主要声明、独有材料、来源集合、限制和下游动作，而不能只凭标题或关键词相似决定删除。",
        "url": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/#geo-keyword-cannibalization-guide-claim-2",
        "evidence": [
          {
            "tutorialId": "geo-keyword-cannibalization-guide",
            "claimText": "判断两个相近页面是否应合并，应比较用户任务、主要声明、独有材料、来源集合、限制和下游动作，而不能只凭标题或关键词相似决定删除。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-internal-linking-guide/",
            "sourceTitle": "GEO 内链怎么设计：从搜索意图、页面角色到证据路径的实战方法",
            "locator": "页面角色、用户下一步任务、锚文本和证据路径",
            "excerpt": "内链设计应从页面角色和用户下一步任务开始；关键词相似不能单独证明两个页面应该互链，页面关系需要由任务和证据路径解释。",
            "checkedAt": "2026-10-26",
            "limits": "页面角色和任务比较是内容决策方法，不是搜索引擎的排名或合并保证。"
          }
        ]
      },
      {
        "id": "geo-keyword-cannibalization-guide-claim-3",
        "text": "canonical 用于表达相似页面中的代表 URL，重定向用于地址迁移，noindex 用于明确的索引控制；三者不能代替正文整合、页面分工和内链调整。",
        "url": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide-claim-3",
        "articleUrl": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/#geo-keyword-cannibalization-guide-claim-3",
        "evidence": [
          {
            "tutorialId": "geo-keyword-cannibalization-guide",
            "claimText": "canonical 用于表达相似页面中的代表 URL，重定向用于地址迁移，noindex 用于明确的索引控制；三者不能代替正文整合、页面分工和内链调整。",
            "relation": "context",
            "sourceUrl": "https://developers.google.com/search/docs/crawling-indexing/canonicalization",
            "sourceTitle": "Google Search Central · Canonicalization",
            "locator": "What is canonicalization / Why canonicalization is important",
            "excerpt": "Canonicalization is the process of selecting a representative URL from a group of duplicate or very similar pages; Google may choose a different canonical than the one specified.",
            "checkedAt": "2026-10-26",
            "limits": "官方文档支持规范 URL 的技术概念，但不规定 ZenLeak 的页面合并决策，也不保证指定 canonical 一定被采用或页面一定被索引。"
          }
        ]
      },
      {
        "id": "geo-keyword-cannibalization-guide-claim-4",
        "text": "页面迁移后需要分别检查旧 URL、目标 URL、canonical、内链、Sitemap、证据入口和版本记录；搜索抓取、索引、AI 检索和页面引用属于不同观察状态。",
        "url": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide-claim-4",
        "articleUrl": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/#geo-keyword-cannibalization-guide-claim-4",
        "evidence": [
          {
            "tutorialId": "geo-keyword-cannibalization-guide",
            "claimText": "页面迁移后需要分别检查旧 URL、目标 URL、canonical、内链、Sitemap、证据入口和版本记录；搜索抓取、索引、AI 检索和页面引用属于不同观察状态。",
            "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 search results",
            "excerpt": "Google Search works in three stages: crawling, indexing, and serving search results; not every page that Google processes ends up being indexed.",
            "checkedAt": "2026-10-26",
            "limits": "官方资料支持区分抓取、索引和展示；迁移后的证据入口、AI 引用和版本验收是 ZenLeak 的工程与研究协议。"
          }
        ]
      },
      {
        "id": "geo-keyword-cannibalization-guide-claim-5",
        "text": "一次 AI 回答引用其中一个页面，不能单独证明另一个相近页面应该删除，也不能推出排名、收录或引用的长期变化；需要保存问题、平台、环境、完整回答、页面版本和逐条核验结果。",
        "url": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide-claim-5",
        "articleUrl": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/#geo-keyword-cannibalization-guide-claim-5",
        "evidence": [
          {
            "tutorialId": "geo-keyword-cannibalization-guide",
            "claimText": "一次 AI 回答引用其中一个页面，不能单独证明另一个相近页面应该删除，也不能推出排名、收录或引用的长期变化；需要保存问题、平台、环境、完整回答、页面版本和逐条核验结果。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/experiments/ai-citation-accuracy/",
            "sourceTitle": "AI 引用了你的网站，就算 GEO 成功吗？引用准确性的核查方法",
            "locator": "引用准确性维度、完整回答、页面版本和复测协议",
            "excerpt": "品牌提及、来源出现、页面引用、内容采用、引用准确和回答完整是不同维度；核查应保留回答、来源 URL、页面版本和判定理由。",
            "checkedAt": "2026-10-26",
            "limits": "这是 ZenLeak 的实验记录规范，不代表所有 AI 平台都公开相同字段，也不能代替平台自身的索引或排序数据。"
          }
        ]
      },
      {
        "id": "geo-keyword-cannibalization-guide-claim-6",
        "text": "减少页面重叠可以提高内容架构、维护责任和复测对象的可解释性，但不能直接证明搜索排名、收录、流量或 AI 引用会提升。",
        "url": "https://zenleak.cn/evidence/#geo-keyword-cannibalization-guide-claim-6",
        "articleUrl": "https://zenleak.cn/content/geo-keyword-cannibalization-guide/#geo-keyword-cannibalization-guide-claim-6",
        "evidence": [
          {
            "tutorialId": "geo-keyword-cannibalization-guide",
            "claimText": "减少页面重叠可以提高内容架构、维护责任和复测对象的可解释性，但不能直接证明搜索排名、收录、流量或 AI 引用会提升。",
            "relation": "context",
            "sourceUrl": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
            "sourceTitle": "Google Search Central · Creating helpful, reliable, people-first content",
            "locator": "Focus on people-first content",
            "excerpt": "People-first content means content that's created primarily for people, and not to manipulate search engine rankings.",
            "checkedAt": "2026-10-26",
            "limits": "官方资料支持以读者价值为先的内容原则；页面整合与 GEO 复测的结果仍需通过固定条件和多轮观察验证。"
          }
        ]
      }
    ],
    "sources": [
      {
        "label": "Canonicalization：规范化 URL",
        "url": "https://developers.google.com/search/docs/crawling-indexing/canonicalization",
        "publisher": "Google Search Central"
      },
      {
        "label": "可抓取链接最佳实践",
        "url": "https://developers.google.com/search/docs/crawling-indexing/links-crawlable",
        "publisher": "Google Search Central"
      },
      {
        "label": "Creating helpful, reliable, people-first content",
        "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
        "publisher": "Google Search Central"
      },
      {
        "label": "GEO 内链怎么设计",
        "url": "https://zenleak.cn/content/geo-internal-linking-guide/",
        "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": "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 页面发布前检查清单",
        "url": "https://zenleak.cn/content/geo-page-publishing-checklist/",
        "publisher": "ZenLeak 实验室"
      }
    ],
    "prerequisites": [
      {
        "id": "geo-internal-linking-guide",
        "title": "GEO 内链怎么设计：从搜索意图、页面角色到证据路径的实战方法",
        "url": "https://zenleak.cn/content/geo-internal-linking-guide/"
      },
      {
        "id": "topic-cluster",
        "title": "GEO 主题集群怎么做：从关键词表到问题网络",
        "url": "https://zenleak.cn/content/topic-cluster/"
      },
      {
        "id": "geo-content-architecture",
        "title": "GEO 内容架构怎么搭：支柱页、教程页、案例页与实验记录的分工",
        "url": "https://zenleak.cn/content/geo-content-architecture/"
      },
      {
        "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/"
      }
    ],
    "related": [
      {
        "id": "geo-internal-linking-guide",
        "title": "GEO 内链怎么设计：从搜索意图、页面角色到证据路径的实战方法",
        "url": "https://zenleak.cn/content/geo-internal-linking-guide/"
      },
      {
        "id": "topic-cluster",
        "title": "GEO 主题集群怎么做：从关键词表到问题网络",
        "url": "https://zenleak.cn/content/topic-cluster/"
      },
      {
        "id": "geo-content-architecture",
        "title": "GEO 内容架构怎么搭：支柱页、教程页、案例页与实验记录的分工",
        "url": "https://zenleak.cn/content/geo-content-architecture/"
      },
      {
        "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": "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/"
      },
      {
        "id": "geo-retest-report-guide",
        "title": "GEO复测报告怎么写：从技术可访问到 AI 引用的四层证据链",
        "url": "https://zenleak.cn/content/geo-retest-report-guide/"
      },
      {
        "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/"
      }
    ]
  }
}