{
  "schemaVersion": "1.2",
  "type": "tutorial-evidence-record",
  "language": "zh-CN",
  "generatedAt": "2026-11-05",
  "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-faq-content-guide",
    "title": "GEO FAQ 怎么写：把真实问题做成可核验、可维护的答案",
    "url": "https://zenleak.cn/content/geo-faq-content-guide/",
    "path": "/content/geo-faq-content-guide/",
    "evidenceUrl": "https://zenleak.cn/evidence/#geo-faq-content-guide",
    "representations": {
      "json": "https://zenleak.cn/evidence/geo-faq-content-guide.json",
      "markdown": "https://zenleak.cn/evidence/geo-faq-content-guide.md"
    },
    "category": "内容优化",
    "contentType": "guide",
    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-11-05",
    "dateModified": "2026-11-05",
    "reviewedAt": "2026-11-05",
    "evidenceReviewedAt": "2026-11-05",
    "claims": [
      {
        "id": "geo-faq-content-guide-claim-1",
        "text": "GEO FAQ 应围绕页面主任务回答读者剩余的问题，答案需要交代对象、直接结论、条件、依据和下一步，不能只批量追加相似问句。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-1",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "GEO FAQ 应围绕页面主任务回答读者剩余的问题，答案需要交代对象、直接结论、条件、依据和下一步，不能只批量追加相似问句。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/downloads/templates/geo-faq-editorial.md",
            "sourceTitle": "GEO FAQ 编辑与核验卡",
            "locator": "第 1、2、3、4 节：问题出处、页面归属、答案与来源",
            "excerpt": "编辑卡要求填写对象与任务、直接结论、成立条件、必要解释、下一步、来源定位和未知项，并先确定问题与页面主任务的关系。",
            "checkedAt": "2026-11-05",
            "limits": "这是 ZenLeak 的内容编辑方法与空白模板，不是平台实测结果，不证明某种答案结构提高排名或 AI 引用。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-2",
        "text": "Google 文档更新记录说明，FAQ 富媒体搜索结果自 2026 年 5 月 7 日起不再显示，相关功能文档于 6 月 15 日移除；这不等于网站不能保留问答内容。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-2",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "Google 文档更新记录说明，FAQ 富媒体搜索结果自 2026 年 5 月 7 日起不再显示，相关功能文档于 6 月 15 日移除；这不等于网站不能保留问答内容。",
            "relation": "direct",
            "sourceUrl": "https://developers.google.cn/search/updates?hl=zh-cn",
            "sourceTitle": "Google 搜索文档更新记录：2026 年 5 月与 6 月 FAQ 功能变更",
            "locator": "2026 年 5 月 8 日条目；2026 年 6 月 15 日条目",
            "excerpt": "官方 5 月 8 日条目说明该功能自 2026 年 5 月 7 日起不再显示；6 月 15 日条目记录 FAQ 富媒体搜索结果功能文档已移除。此处为转述。",
            "checkedAt": "2026-11-05",
            "limits": "变更限定于 Google 的 FAQ 富媒体搜索结果；不代表网站应删除常见问题，也不说明其他平台的功能状态。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-3",
        "text": "搜索查询、咨询记录、编辑候选和 AI 生成问法描述不同来源，问题出处、日期与统计单位应保留，不能把生成候选写成真实高频需求。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-3",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-3",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "搜索查询、咨询记录、编辑候选和 AI 生成问法描述不同来源，问题出处、日期与统计单位应保留，不能把生成候选写成真实高频需求。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/downloads/templates/geo-faq-editorial.md",
            "sourceTitle": "GEO FAQ 编辑与核验卡",
            "locator": "第 1 节：问题身份与出处",
            "excerpt": "候选状态区分编辑候选、有实际观察记录与待核；问题来源、定位、日期、出现次数和统计单位分别记录，未统计时保留未知。",
            "checkedAt": "2026-11-05",
            "limits": "该记录规范不能证明任何问题实际出现过或有搜索需求；站点仍需取得真实材料并处理隐私权限。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-4",
        "text": "IndexNow 返回 HTTP 200 表示提交被接收并处理，不能单凭该响应确认页面已经收录，提交结果与参与搜索引擎的索引状态应分别记录。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-4",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-4",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "IndexNow 返回 HTTP 200 表示提交被接收并处理，不能单凭该响应确认页面已经收录，提交结果与参与搜索引擎的索引状态应分别记录。",
            "relation": "direct",
            "sourceUrl": "https://www.indexnow.org/faq",
            "sourceTitle": "IndexNow 官方 FAQ",
            "locator": "How do I submit a single URL using IndexNow?；What happens after I submit a URL using IndexNow?",
            "excerpt": "官方说明 HTTP 200 表示提交被接收并处理，并说明提交 URL 不保证即时收录。本文据此要求将提交响应与后续索引状态分开核查。",
            "checkedAt": "2026-11-05",
            "limits": "适用于 IndexNow 提交通知；不能以接口接收推断目标搜索引擎已抓取、索引、排名或 AI 引用，也不能将该接口作为所有搜索引擎的收录证明。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-5",
        "text": "问题的放置位置取决于读者任务：必要条件进入正文，同一任务的短判断可放 FAQ，独立流程则使用短答与详细教程内链。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-5",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-5",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "问题的放置位置取决于读者任务：必要条件进入正文，同一任务的短判断可放 FAQ，独立流程则使用短答与详细教程内链。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-content-architecture/",
            "sourceTitle": "GEO 内容架构怎么搭",
            "locator": "页面角色、独立任务与主题集群分工",
            "excerpt": "既有教程按页面任务区分支柱页、教程页、案例页与实验记录，并用相关内链连接不同深度的内容。本文将该分工用于 FAQ 放置。",
            "checkedAt": "2026-11-05",
            "limits": "正文、短答与独立教程的划分是编辑建议，不是搜索平台的固定篇幅、问题数量或拆页规则。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-6",
        "text": "Google 的 QAPage 指南不支持把网站自行编写、用户不能提交备选答案的 FAQ 页或每页多个问题的 FAQ 当作相应问答页面来标记。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-6",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-6",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "Google 的 QAPage 指南不支持把网站自行编写、用户不能提交备选答案的 FAQ 页或每页多个问题的 FAQ 当作相应问答页面来标记。",
            "relation": "direct",
            "sourceUrl": "https://developers.google.cn/search/docs/appearance/structured-data/qapage?hl=zh-cn",
            "sourceTitle": "问答页面（QAPage）结构化数据指南",
            "locator": "内容指南：有效用例、无效用例与单个问题范围",
            "excerpt": "Google 指南把用户不能提交备选答案的网站自编 FAQ 列为无效用例，并说明不要对常见问题解答页或每页有多个问题的网页使用 QAPage 标记。此处为转述。",
            "checkedAt": "2026-11-05",
            "limits": "描述的是 Google 对 QAPage 功能的使用要求；不把该要求等同于全部 Schema.org 词汇定义，也不承诺符合要求就会展示。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-7",
        "text": "问答文本、浏览器交互和机器可读描述应分别检查并保持一致；正文可读与类型标记不能替代实际平台引用观察。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-7",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-7",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "问答文本、浏览器交互和机器可读描述应分别检查并保持一致；正文可读与类型标记不能替代实际平台引用观察。",
            "relation": "context",
            "sourceUrl": "https://developers.google.cn/search/docs/appearance/ai-features?hl=zh-cn",
            "sourceTitle": "AI 功能和您的网站",
            "locator": "SEO 最佳实践；重要内容的文本表示与可见内容一致性",
            "excerpt": "Google 指南建议确保重要内容以文本形式提供，并使结构化数据与网页可见文本一致。本文进一步将 HTML、交互和实际平台观察分为不同验收项。",
            "checkedAt": "2026-11-05",
            "limits": "官方建议限定于 Google 相关功能；HTML 初始包含文本是本文便于核验的工程选择，不表示其他渲染方式无效或所有 AI 平台会读取、引用。"
          }
        ]
      },
      {
        "id": "geo-faq-content-guide-claim-8",
        "text": "每条 FAQ 应保留稳定 ID、来源定位、适用条件、维护责任和复核触发器，并将编辑验收、用户任务与平台结果分开记录。",
        "url": "https://zenleak.cn/evidence/#geo-faq-content-guide-claim-8",
        "articleUrl": "https://zenleak.cn/content/geo-faq-content-guide/#geo-faq-content-guide-claim-8",
        "evidence": [
          {
            "tutorialId": "geo-faq-content-guide",
            "claimText": "每条 FAQ 应保留稳定 ID、来源定位、适用条件、维护责任和复核触发器，并将编辑验收、用户任务与平台结果分开记录。",
            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/downloads/templates/geo-faq-editorial.md",
            "sourceTitle": "GEO FAQ 编辑与核验卡",
            "locator": "第 2 至 7 节：页面归属、来源、验收、维护、观察计划",
            "excerpt": "编辑卡分别保存稳定 ID、页面锚点、来源和范围、维护人、发布日期与复核日期、更新触发条件、页面验收和平台观察材料。",
            "checkedAt": "2026-11-05",
            "limits": "模板是未填写的编辑工具，不代表这些字段已被实际采集，也不能把编辑检查、用户行为与平台结果合为一个效果分数。"
          }
        ]
      }
    ],
    "sources": [
      {
        "label": "Google 搜索文档更新记录：2026 年 5 月与 6 月 FAQ 功能变更",
        "url": "https://developers.google.cn/search/updates?hl=zh-cn",
        "publisher": "Google Search Central"
      },
      {
        "label": "问答页面（QAPage）结构化数据指南",
        "url": "https://developers.google.cn/search/docs/appearance/structured-data/qapage?hl=zh-cn",
        "publisher": "Google Search Central"
      },
      {
        "label": "结构化数据常规指南",
        "url": "https://developers.google.cn/search/docs/appearance/structured-data/sd-policies?hl=zh-cn",
        "publisher": "Google Search Central"
      },
      {
        "label": "AI 功能和您的网站",
        "url": "https://developers.google.cn/search/docs/appearance/ai-features?hl=zh-cn",
        "publisher": "Google Search Central"
      },
      {
        "label": "IndexNow 官方 FAQ",
        "url": "https://www.indexnow.org/faq",
        "publisher": "IndexNow.org"
      },
      {
        "label": "GEO FAQ 编辑与核验卡",
        "url": "https://zenleak.cn/downloads/templates/geo-faq-editorial.md",
        "publisher": "ZenLeak 研究实验室"
      },
      {
        "label": "AI 友好页面怎么写",
        "url": "https://zenleak.cn/content/answer-friendly-page/",
        "publisher": "ZenLeak 研究实验室"
      },
      {
        "label": "GEO 内容架构怎么搭",
        "url": "https://zenleak.cn/content/geo-content-architecture/",
        "publisher": "ZenLeak 研究实验室"
      },
      {
        "label": "品牌提及与页面引用的核验方法",
        "url": "https://zenleak.cn/content/ai-citation-mention-vs-page-citation/",
        "publisher": "ZenLeak 研究实验室"
      },
      {
        "label": "59 篇教程摘要声明映射冻结快照（2026-11-04）",
        "url": "https://zenleak.cn/downloads/research/geo-original-research-2026-11-04.json",
        "publisher": "ZenLeak 研究实验室"
      }
    ],
    "prerequisites": [
      {
        "id": "question-research",
        "title": "GEO 问题研究怎么做：从关键词到用户问题和实体",
        "url": "https://zenleak.cn/basics/question-research/"
      },
      {
        "id": "answer-friendly-page",
        "title": "AI 友好页面怎么写：定义、证据、步骤和 FAQ",
        "url": "https://zenleak.cn/content/answer-friendly-page/"
      },
      {
        "id": "evidence-and-sources",
        "title": "GEO 证据怎么组织：来源、引用与可信度",
        "url": "https://zenleak.cn/content/evidence-and-sources/"
      }
    ],
    "related": [
      {
        "id": "answer-friendly-page",
        "title": "AI 友好页面怎么写：定义、证据、步骤和 FAQ",
        "url": "https://zenleak.cn/content/answer-friendly-page/"
      },
      {
        "id": "citation-ready-blocks",
        "title": "可引用答案块：把结论、条件、证据与边界写在一起",
        "url": "https://zenleak.cn/content/citation-ready-blocks/"
      },
      {
        "id": "question-research",
        "title": "GEO 问题研究怎么做：从关键词到用户问题和实体",
        "url": "https://zenleak.cn/basics/question-research/"
      },
      {
        "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": "structured-data",
        "title": "结构化数据怎么服务 GEO：Schema 不是装饰",
        "url": "https://zenleak.cn/technical/structured-data/"
      },
      {
        "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-original-research-guide",
        "title": "GEO 原创内容怎么做：用真实数据建立可核验的研究页面",
        "url": "https://zenleak.cn/content/geo-original-research-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/"
      }
    ]
  }
}