{
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    "id": "https://zenleak.cn/#organization",
    "name": "ZenLeak GEO 学院",
    "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-implementation-guide",
    "title": "GEO 优化实施方案怎么写：从问题诊断到页面改造、证据补充与复测验收",
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    "path": "/content/geo-optimization-implementation-guide/",
    "evidenceUrl": "https://zenleak.cn/evidence/#geo-optimization-implementation-guide",
    "representations": {
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      "markdown": "https://zenleak.cn/evidence/geo-optimization-implementation-guide.md"
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    "category": "内容优化",
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    "status": "reviewed",
    "statusLabel": "已复核",
    "datePublished": "2026-10-08",
    "dateModified": "2026-10-08",
    "reviewedAt": "2026-10-08",
    "evidenceReviewedAt": "2026-10-08",
    "claims": [
      {
        "id": "geo-optimization-implementation-guide-claim-1",
        "text": "GEO 优化实施方案的目标不是堆砌关键词，而是把报告中的观察、证据和假设转成可追踪、可验收、可复测的任务。",
        "url": "https://zenleak.cn/evidence/#geo-optimization-implementation-guide-claim-1",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-implementation-guide/#geo-optimization-implementation-guide-claim-1",
        "evidence": []
      },
      {
        "id": "geo-optimization-implementation-guide-claim-2",
        "text": "实施时应分别处理技术入口、主题与实体、答案结构、声明级证据和研究流程，避免把 HTTP 200、提交成功或一次 AI 回答写成最终结果。",
        "url": "https://zenleak.cn/evidence/#geo-optimization-implementation-guide-claim-2",
        "articleUrl": "https://zenleak.cn/content/geo-optimization-implementation-guide/#geo-optimization-implementation-guide-claim-2",
        "evidence": []
      },
      {
        "id": "geo-optimization-implementation-guide-claim-3",
        "text": "页面改造要按照页面角色组织内容，补充直接答案、步骤、条件、例外、来源和内链，并保存改动前后版本与变更理由。",
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        "evidence": []
      },
      {
        "id": "geo-optimization-implementation-guide-claim-4",
        "text": "T+0、T+3、T+7、T+14 和 T+30 是记录节奏，不是搜索引擎或 AI 平台的结果保证；复测必须固定问题、平台和环境。",
        "url": "https://zenleak.cn/evidence/#geo-optimization-implementation-guide-claim-4",
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        "evidence": []
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        "label": "Creating helpful, reliable, people-first content",
        "url": "https://developers.google.com/search/docs/fundamentals/creating-helpful-content",
        "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": "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": "Bing URL Inspection",
        "url": "https://www.bing.com/webmasters/help/url-inspection-55a30305",
        "publisher": "Bing Webmaster Tools"
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      {
        "label": "普通收录",
        "url": "https://ziyuan.baidu.com/linksubmit/index",
        "publisher": "百度搜索资源平台"
      },
      {
        "label": "GEO 优化报告模板",
        "url": "https://zenleak.cn/content/geo-optimization-report-guide/",
        "publisher": "ZenLeak 实验室"
      },
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        "label": "AI 搜索引用证据归档",
        "url": "https://zenleak.cn/content/ai-citation-evidence-record/",
        "publisher": "ZenLeak 实验室"
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        "url": "https://zenleak.cn/content/geo-optimization-report-guide/"
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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",
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      {
        "id": "geo-optimization-guide",
        "title": "GEO 优化怎么做：从页面结构、实体清晰到 AI 引用复测",
        "url": "https://zenleak.cn/content/geo-optimization-guide/"
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        "id": "ai-citation-evidence-record",
        "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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      {
        "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-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/"
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      {
        "id": "geo-optimization-guide",
        "title": "GEO 优化怎么做：从页面结构、实体清晰到 AI 引用复测",
        "url": "https://zenleak.cn/content/geo-optimization-guide/"
      },
      {
        "id": "content-refresh-strategy",
        "title": "内容更新策略：用衰减信号、复核触发器与版本记录维护教程",
        "url": "https://zenleak.cn/content/content-refresh-strategy/"
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      {
        "id": "ai-citation-evidence-record",
        "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/"
      },
      {
        "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/"
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}