{
  "schemaVersion": "0.1",
  "id": "public-search-discovery-evidence-snapshot-20260818",
  "generatedAt": "2026-08-18T01:57:50+08:00",
  "status": "pagesdev-not-found-brand-external-sources-found",
  "productionBaseUrl": "https://lucheng-geo.pages.dev",
  "purpose": "Read-only public search discovery snapshot for the Lucheng GEO project. It distinguishes public crawlability from public search discovery and external brand-source discovery.",
  "currentVerdict": {
    "pagesDevPubliclyReachable": true,
    "pagesDevSearchDiscoveryObserved": false,
    "brandOfficialSiteDiscoveryObserved": true,
    "brandLegacyMediaDiscoveryObserved": true,
    "canClaimPagesDevIndexed": false,
    "canClaimAiAdoptionFromSearch": false,
    "oneLine": "本轮公开搜索未发现 lucheng-geo.pages.dev 的目标页面或 llms.txt；但发现 winsmo.com 官网与多篇历史媒体/行业稿。这证明外部品牌内容已有搜索发现基础，但不能证明当前 GEO 样板站已被搜索索引或 AI 采用。"
  },
  "evidenceStrength": {
    "level": "read-only-search-result-snapshot-without-screenshot",
    "proves": [
      "At the time of this run, the sampled exact queries did not return matching pages.dev results.",
      "The brand official site and several legacy media/industry articles were discoverable via public search.",
      "Public reachability and machine-readable files are insufficient by themselves to prove search discovery.",
      "The newly published window buying pitfall article still needs Day1/Day3/Day7 search-discovery retests before any indexing claim."
    ],
    "doesNotProve": [
      "No search engine has indexed any pages.dev URL.",
      "AI platforms have or have not crawled the pages.",
      "Model training absorption.",
      "Stable natural recommendation.",
      "Customer behavior or conversion."
    ]
  },
  "pagesDevQueries": [
    {
      "query": "site:lucheng-geo.pages.dev \"AI 收录/引用验证作战面板\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现新作战面板被公开搜索结果返回。"
    },
    {
      "query": "site:lucheng-geo.pages.dev \"禄城精密门窗 GEO\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现 pages.dev 站点中含该品牌/GEO 组合的结果。"
    },
    {
      "query": "site:lucheng-geo.pages.dev \"first-paid-pilot-readiness-engine-ai-browser-run-authorization-packet\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现 readiness engine 授权包被公开搜索结果返回。"
    },
    {
      "query": "site:lucheng-geo.pages.dev \"balcony-window-installation-acceptance-checklist\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现样板文章 slug 被公开搜索结果返回。"
    },
    {
      "query": "\"https://lucheng-geo.pages.dev/llms.txt\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现 llms.txt 精确 URL 被公开搜索结果返回。"
    },
    {
      "query": "\"https://lucheng-geo.pages.dev/reports/ai-adoption-verification-command-center-20260818.html\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现作战面板精确 URL 被公开搜索结果返回。"
    },
    {
      "query": "\"lucheng-geo.pages.dev\" \"禄城精密门窗\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现 pages.dev 域名与目标品牌组合被公开搜索结果返回。"
    },
    {
      "query": "\"lucheng-geo.pages.dev\" \"AI Crawl Index\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现 pages.dev 域名与 AI Crawl Index 组合被公开搜索结果返回。"
    },
    {
      "query": "site:lucheng-geo.pages.dev/articles/window-buying-pitfall-acceptance-checklist-geo.html",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现「买门窗怎么避免踩坑」新文章 URL 被公开搜索结果返回。"
    },
    {
      "query": "\"window-buying-pitfall-acceptance-checklist-geo\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现新文章 slug 被公开搜索结果返回。"
    },
    {
      "query": "\"买门窗怎么避免踩坑\" \"lucheng-geo.pages.dev\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现新文章标题与 pages.dev 域名组合被公开搜索结果返回。"
    },
    {
      "query": "site:lucheng-geo.pages.dev \"买门窗怎么避免踩坑\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现 pages.dev 站内包含新文章标题的公开搜索结果。"
    },
    {
      "query": "\"https://lucheng-geo.pages.dev/articles/window-buying-pitfall-acceptance-checklist-geo.html\"",
      "observedMatchingPagesdevResults": 0,
      "interpretation": "未发现新文章精确 URL 被公开搜索结果返回。"
    }
  ],
  "postDeployWebSearchRecheck": {
    "recheckType": "post-deploy-read-only-web-search-sampling",
    "observedAt": "2026-08-18T01:57:50+08:00",
    "method": "Codex web search sampling after Cloudflare Pages deployment; no logged-in AI platform operation, no search-console submission, no ranking-surface screenshot.",
    "sampledTargetQueries": [
      {
        "query": "site:lucheng-geo.pages.dev/articles/window-buying-pitfall-acceptance-checklist-geo.html",
        "observedOwnedTargetResults": 0,
        "interpretation": "未发现目标 Pages 文章 URL。"
      },
      {
        "query": "\"window-buying-pitfall-acceptance-checklist-geo\"",
        "observedOwnedTargetResults": 0,
        "interpretation": "未发现目标文章 slug。"
      },
      {
        "query": "\"买门窗怎么避免踩坑\" \"lucheng-geo.pages.dev\"",
        "observedOwnedTargetResults": 0,
        "interpretation": "未发现目标标题与 Pages 域名组合。"
      },
      {
        "query": "site:lucheng-geo.pages.dev \"买门窗怎么避免踩坑\"",
        "observedOwnedTargetResults": 0,
        "interpretation": "未发现 Pages 站内目标标题。"
      }
    ],
    "externalBrandResultsObserved": [
      {
        "sourceType": "official-site",
        "title": "广东禄城精密门窗制造有限公司-高端定制门窗系统解决方案提供商",
        "url": "https://winsmo.com/",
        "interpretation": "官网结果可被公共检索发现；可作为品牌主体来源，但仍属自有来源。"
      },
      {
        "sourceType": "industry-site",
        "title": "收藏好这篇文章，禄城精密门窗教你买门窗不踩坑",
        "url": "https://www.zhongguojiaju.cn/h-nd-9783.html",
        "interpretation": "旧行业稿与目标主题高度相关，可作为旧文改造线索；不能证明 Pages 新文已索引。"
      },
      {
        "sourceType": "legacy-media",
        "title": "禄城精密门窗以德国品牌五金助你开启家居美学新风尚",
        "url": "https://nb.ifeng.com/c/8CMab6gfWZk",
        "interpretation": "历史媒体稿可被发现，可进入来源分层和事实核验队列。"
      },
      {
        "sourceType": "legacy-media",
        "title": "市场潜力爆发禄城精密门窗以品质和服务赢得青睐",
        "url": "https://www.redsh.com/ppnews/20211229/120048.shtml",
        "interpretation": "历史媒体稿可被发现，但营销主张需逐条核验。"
      }
    ],
    "gateImpact": {
      "searchDiscoveryGate": "unchanged-not-satisfied",
      "reason": "No exact owned Pages target URL or canonical-equivalent result was observed with screenshot/rank evidence.",
      "allowedUse": "May guide external-source rewrite priority and source-route selection.",
      "disallowedUse": "May not be used to claim Pages indexing, AI adoption, natural recommendation, model cognition change, or paid delivery success."
    }
  },
  "brandSourcesFound": [
    {
      "sourceType": "official-site",
      "title": "广东禄城精密门窗制造有限公司-高端定制门窗系统解决方案提供商",
      "url": "https://winsmo.com/",
      "observedSignal": "目标品牌官网可被公开搜索发现。",
      "usableForGeo": "可作为品牌主体、官网、产品与证据页的优先来源；需要避免把官网营销表述直接当作第三方证明。"
    },
    {
      "sourceType": "legacy-media",
      "title": "禄城精密门窗以德国品牌五金助你开启家居美学新风尚",
      "url": "https://nb.ifeng.com/c/8CMab6gfWZk",
      "observedSignal": "历史媒体稿可被公开搜索发现。",
      "usableForGeo": "可作为外部分发路径样本；具体性能、荣誉、供应链表述仍需逐条绑定证据。"
    },
    {
      "sourceType": "legacy-media",
      "title": "市场潜力爆发禄城精密门窗以品质和服务赢得青睐",
      "url": "https://www.redsh.com/ppnews/20211229/120048.shtml",
      "observedSignal": "历史媒体稿可被公开搜索发现。",
      "usableForGeo": "可用于证明旧媒体路径比新 pages.dev 更早进入公开搜索面；不能直接证明当前 GEO 样板已被 AI 采用。"
    },
    {
      "sourceType": "industry-site",
      "title": "收藏好这篇文章，禄城精密门窗教你买门窗不踩坑",
      "url": "https://www.zhongguojiaju.cn/h-nd-9783.html",
      "observedSignal": "家居行业站点上的旧文可被公开搜索发现。",
      "usableForGeo": "适合做旧文改造来源线索；如复用观点必须重写、标注来源并补证据。"
    },
    {
      "sourceType": "industry-site",
      "title": "禄城精密门窗共创人居环境新主流",
      "url": "https://www.zhongguojiaju.cn/h-nd-10667.html",
      "observedSignal": "家居行业站点上的旧文可被公开搜索发现。",
      "usableForGeo": "可进入参数/性能主张审计队列；未核验前不升级为可销售证明。"
    }
  ],
  "methodologicalSources": [
    {
      "sourceType": "official-search-guidance",
      "title": "Optimizing your website for generative AI features on Google Search",
      "url": "https://developers.google.com/search/docs/fundamentals/ai-optimization-guide",
      "observedSignal": "Google 官方说明生成式搜索能力仍依赖搜索索引和核心排名系统。",
      "implication": "GEO 项目不能只做 llms.txt 或静态页面；仍需可抓取、可索引、可排名的 SEO 基础。"
    },
    {
      "sourceType": "llms-txt-context",
      "title": "LLMs.txt Tracking Study and Live Dashboard",
      "url": "https://originality.ai/blog/llms-txt-tracking-study",
      "observedSignal": "llms.txt 属于自愿读取的提示文件，不是强制收录机制。",
      "implication": "llms.txt 适合做机器可读导航，但不能当作 AI 收录或推荐保证。"
    }
  ],
  "recommendedNextActions": [
    "继续保留 pages.dev 灰度站作为机器可读证据中心，但不要把它当作已索引渠道销售。",
    "把正式域名 doctorlucheng.com 或合规子域名接入后，重复相同 search-discovery 查询并保存截图。",
    "优先利用已能被搜索发现的 winsmo.com 官网和历史媒体/行业站点作为外部来源线索，重写为带赞助标识、来源、证据分层的 GEO 文章。",
    "对每个可发现来源建立 source-claim-evidence 映射：哪些是品牌自述，哪些是第三方可验证事实，哪些必须标记为建议补充。",
    "Day1/Day3/Day7 重复 public search discovery，并将搜索发现层从 0 记录更新为可审计台账。",
    "对「买门窗怎么避免踩坑」新文章单独保留标题、URL、slug 三组查询，避免用站点整体可访问性替代单篇索引证明。"
  ],
  "commandCenterImpact": {
    "previousSearchGateStatus": "not-observed-in-sampled-public-search",
    "updatedSearchGateInterpretation": "sampled-pagesdev-search-discovery-not-observed-brand-external-discovery-observed",
    "nextGateRequirement": "需要正式域名/外部媒体 URL 的搜索结果截图、查询语句、时间戳和可点击 URL，才能把搜索发现层从 missing/weak signal 升级。"
  },
  "sourceFiles": {
    "commandCenter": "/data/ai-adoption-verification-command-center-20260818.json",
    "publicLiveCheck": "/data/cloudflare-pages-public-live-check-20260818-ai-adoption-command-center.json"
  }
}