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    "id": "ai-citation-error-repair-guide",
    "title": "AI 回答误引了你的网站怎么办：核验、修订与复测流程",
    "url": "https://zenleak.cn/content/ai-citation-error-repair-guide/",
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    "dateModified": "2026-10-29",
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    "evidenceReviewedAt": "2026-10-29",
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        "id": "ai-citation-error-repair-guide-claim-1",
        "text": "AI 回答误引网站时，先保存完整问题、回答、来源区域、目标页面版本和运行环境，再判断错误来自页面事实、表达、来源关联、平台回答还是实验记录。",
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      },
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        "id": "ai-citation-error-repair-guide-claim-2",
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            "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",
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            "checkedAt": "2026-10-29",
            "limits": "这些字段是 ZenLeak 的人工审核维度，不是所有 AI 平台统一公开的指标；品牌提及或链接出现不自动推出内容采用和引用准确。"
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        "id": "ai-citation-error-repair-guide-claim-3",
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            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-claim-evidence-library/",
            "sourceTitle": "GEO 声明级证据库怎么建：从一句结论到可核验记录",
            "locator": "声明拆分、支持状态、来源定位和限制",
            "excerpt": "声明级证据库的最小单位是一条可以独立核验的事实、推断或建议，以及它的来源、范围和限制；复杂表述应拆成最小声明分别核验。",
            "checkedAt": "2026-10-29",
            "limits": "状态枚举和声明拆分是 ZenLeak 的研究记录设计；平台没有提供的材料不能用自动判断补齐。"
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        "id": "ai-citation-error-repair-guide-claim-4",
        "text": "站内修订应优先修正事实、首段答案、证据定位、实体关系和机器入口，并保留页面版本、变更摘要和受影响声明，不应为了迎合错误回答改写事实。",
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        "articleUrl": "https://zenleak.cn/content/ai-citation-error-repair-guide/#ai-citation-error-repair-guide-claim-4",
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            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-page-version-management/",
            "sourceTitle": "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",
            "locator": "版本对象、变更日志、声明证据和机器入口同步",
            "excerpt": "版本管理要把稳定 URL、内容快照、变更摘要、声明级证据和复测条件关联起来；页面发生变化后，旧的 AI 回答不能自动代表新版本。",
            "checkedAt": "2026-10-29",
            "limits": "版本和修订方法用于提高可追溯性，不会控制平台何时重新抓取、索引或更新回答。"
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      },
      {
        "id": "ai-citation-error-repair-guide-claim-5",
        "text": "平台反馈是一个动作，不能写成平台已经修复；T+0、T+7、T+14 和 T+30 复测要使用固定问题和环境，并分别记录页面修订、反馈、回答变化和未知状态。",
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            "relation": "first-party",
            "sourceUrl": "https://zenleak.cn/content/geo-page-change-experiment-guide/",
            "sourceTitle": "GEO 页面改版实验怎么做：从基线、对照组到声明级复测",
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            "checkedAt": "2026-10-29",
            "limits": "复测窗口是 ZenLeak 的项目排程，不是平台处理时限；反馈回执和后续回答变化仍需分别保存。"
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      },
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        "id": "ai-citation-error-repair-guide-claim-6",
        "text": "误引处置可以提高事实、证据和复测结果的可解释性，但不能控制搜索引擎或 AI 平台何时刷新页面，也不能保证下一次回答一定使用新版本。",
        "url": "https://zenleak.cn/evidence/#ai-citation-error-repair-guide-claim-6",
        "articleUrl": "https://zenleak.cn/content/ai-citation-error-repair-guide/#ai-citation-error-repair-guide-claim-6",
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            "relation": "context",
            "sourceUrl": "https://developers.google.com/search/docs/appearance/ai-features",
            "sourceTitle": "Google Search Central · AI features and your website",
            "locator": "How to appear in AI features",
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            "checkedAt": "2026-10-29",
            "limits": "官方资料支持基础搜索条件和内容原则的重要性，但不提供平台刷新时间或 AI 引用保证；误引工作流是 ZenLeak 的实践设计。"
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        "id": "ai-citation-error-repair-guide-claim-7",
        "text": "页面修订、平台反馈、固定复测和最终判断是四个独立状态，关闭误引事件前不能用其中一个状态代替其他状态。",
        "url": "https://zenleak.cn/evidence/#ai-citation-error-repair-guide-claim-7",
        "articleUrl": "https://zenleak.cn/content/ai-citation-error-repair-guide/#ai-citation-error-repair-guide-claim-7",
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            "relation": "first-party",
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            "checkedAt": "2026-10-29",
            "limits": "四状态工作流是 ZenLeak 的事件管理建议；具体平台可能没有对应的反馈状态或公开回执。"
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        "id": "ai-citation-error-repair-guide-claim-8",
        "text": "没有完整回答、来源区域或历史页面版本时，应保留未知或历史版本待核，不能用今天的页面完全替代回答发生时的证据。",
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        "articleUrl": "https://zenleak.cn/content/ai-citation-error-repair-guide/#ai-citation-error-repair-guide-claim-8",
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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",
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            "excerpt": "测试后看到当前页面支持回答，不能证明平台生成回答时使用的就是这个版本；没有可信历史页面版本时，关系应标记为历史版本未知。",
            "checkedAt": "2026-10-29",
            "limits": "该记录原则适用于 ZenLeak 的公开实验；平台或页面无法回溯时，历史结论只能保留为未知或待核。"
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        "title": "AI 搜索引用证据怎么归档：从原始回答到可复核记录",
        "url": "https://zenleak.cn/content/ai-citation-evidence-record/"
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        "title": "AI 搜索出现来源，是否等于引用了你的网页？从品牌提及到页面引用的核验方法",
        "url": "https://zenleak.cn/content/ai-citation-mention-vs-page-citation/"
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      {
        "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-page-change-experiment-guide",
        "title": "GEO 页面改版实验怎么做：从基线、对照组到声明级复测",
        "url": "https://zenleak.cn/content/geo-page-change-experiment-guide/"
      },
      {
        "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-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/"
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      {
        "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/"
      }
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}