{
  "schemaVersion": "0.1",
  "id": "ai-adoption-proof-matrix-20260708",
  "name": "禄城 GEO 样板 AI 采用证据矩阵",
  "checkedAt": "2026-07-08",
  "timezone": "Asia/Shanghai",
  "purpose": "把 geo.bb78 后台历史命中、外部媒体可抓取验证、豆包直接 URL 读取测试、doctorlucheng.com / 灰度门户部署状态拆分成可销售、可验证、不可夸大的证据层级。",
  "sourceFiles": [
    "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
    "data/external-media-url-crawlability-20260708.json",
    "data/external-media-ai-retest-20260708.json",
    "data/public-url-verification-pack-cnblogs-lucheng-system-window-19786765.json",
    "data/post-publish-ai-verification-records.json",
    "data/gray-package-preflight-latest.json",
    "data/gray-local-live-check-20260708.json",
    "data/gray-public-live-check-20260708.json",
    "data/public-deployment-check-20260707.json"
  ],
  "evidenceDefinitions": [
    {
      "level": "L0-local-ready",
      "meaning": "本地内容、结构化数据、验证脚本和部署包已准备好。",
      "doesNotMean": "不代表网页已经被公开抓取或 AI 采用。"
    },
    {
      "level": "L1-public-crawlable",
      "meaning": "公开 URL 能无登录返回 2xx，并能被脚本读取正文和关键品牌词。",
      "doesNotMean": "不代表搜索引擎已经发现，也不代表 AI 回答已经采用。"
    },
    {
      "level": "L2-direct-url-ai-read",
      "meaning": "把 URL 明确给 AI 平台后，平台能读取、总结并复述页面事实。",
      "doesNotMean": "不代表不带 URL 的泛问法会自然推荐目标品牌。"
    },
    {
      "level": "L3-brand-entity-recall",
      "meaning": "用户直接问目标品牌/公司/厂家时，AI 回答提到目标品牌并能给出相对稳定的实体信息。",
      "doesNotMean": "不代表类目推荐词会把品牌列入候选。"
    },
    {
      "level": "L4-category-recommendation-entry",
      "meaning": "用户问系统门窗、封阳台、龙岩本地推荐等泛类目问题时，AI 自然把禄城列入可核验候选。",
      "doesNotMean": "不代表排名固定或可以保证成交。"
    },
    {
      "level": "L5-source-cited-category-recommendation",
      "meaning": "AI 在泛类目推荐里不仅提到禄城，还引用或复述了我们发布的可公开核验 URL 事实。",
      "doesNotMean": "不代表模型长期训练吸收，也不代表未来查询一定保持。"
    }
  ],
  "platformMatrix": [
    {
      "platformId": "doubao",
      "platformName": "豆包",
      "currentHighestEvidenceLevel": "L3-brand-entity-recall",
      "evidence": [
        {
          "level": "L2-direct-url-ai-read",
          "status": "proven-for-one-external-media-url",
          "source": "data/external-media-ai-retest-20260708.json",
          "detail": "博客园样本 URL 直接给豆包后，豆包能总结页面并复述禄城精密门窗事实。"
        },
        {
          "level": "L3-brand-entity-recall",
          "status": "backend-historical-hit",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "geo.bb78 后台状态=已收录中，豆包 10 条，主要为龙岩禄城精密门窗品牌/公司/工厂等实体词。"
        },
        {
          "level": "L4-category-recommendation-entry",
          "status": "not-proven",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "龙岩系统门窗推荐几家等泛类目问法尚未找到已收录记录。"
        }
      ],
      "nextProofAction": "用灰度/正式本站 URL 执行豆包直接 URL 总结，再执行不带 URL 的“龙岩系统门窗推荐几家”“龙岩封阳台品牌怎么选”。"
    },
    {
      "platformId": "yuanbao",
      "platformName": "腾讯元宝",
      "currentHighestEvidenceLevel": "L3-brand-entity-recall",
      "evidence": [
        {
          "level": "L3-brand-entity-recall",
          "status": "backend-historical-hit",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "geo.bb78 后台状态=已收录中，腾讯元宝 11 条，主要为品牌实体词。"
        },
        {
          "level": "L2-direct-url-ai-read",
          "status": "not-tested-in-latest-round",
          "source": "data/external-media-ai-retest-20260708.json",
          "detail": "博客园样本 URL 本轮未完成元宝复测，不能记录为成功。"
        },
        {
          "level": "L4-category-recommendation-entry",
          "status": "not-proven",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "泛类目推荐问法尚无稳定命中证据。"
        }
      ],
      "nextProofAction": "先补元宝对博客园样本和灰度站 URL 的直接读取，再测泛类目推荐。"
    },
    {
      "platformId": "qianwen",
      "platformName": "通义千问",
      "currentHighestEvidenceLevel": "L3-brand-entity-recall",
      "evidence": [
        {
          "level": "L3-brand-entity-recall",
          "status": "backend-historical-hit",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "geo.bb78 后台状态=已收录中，通义千问 12 条，主要为品牌实体词。"
        },
        {
          "level": "L2-direct-url-ai-read",
          "status": "not-tested-in-latest-round",
          "source": "data/external-media-ai-retest-20260708.json",
          "detail": "博客园样本 URL 本轮未完成通义千问复测，不能记录为成功。"
        },
        {
          "level": "L4-category-recommendation-entry",
          "status": "not-proven",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "泛类目推荐问法尚无稳定命中证据。"
        }
      ],
      "nextProofAction": "先补通义千问直接 URL 读取，再测系统门窗/封阳台泛类目问法。"
    },
    {
      "platformId": "deepseek",
      "platformName": "DeepSeek",
      "currentHighestEvidenceLevel": "not-proven-in-current-records",
      "evidence": [
        {
          "level": "L3-brand-entity-recall",
          "status": "not-proven",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "状态=已收录筛选下 DeepSeek 为 0；不能声称 DeepSeek 已推荐或已收录禄城。"
        },
        {
          "level": "L2-direct-url-ai-read",
          "status": "not-tested-in-latest-round",
          "source": "data/external-media-ai-retest-20260708.json",
          "detail": "博客园样本 URL 本轮未完成 DeepSeek 复测，不能记录为成功。"
        },
        {
          "level": "L4-category-recommendation-entry",
          "status": "not-proven",
          "source": "data/geo-bb78-dashboard-indexed-evidence-20260708.json",
          "detail": "泛类目推荐问法无命中证据。"
        }
      ],
      "nextProofAction": "优先测试 DeepSeek 能否读取公开 URL；如果不能联网读取，要把 DeepSeek 从第一阶段“收录承诺”销售口径中剔除，只做问答可见性监测。"
    }
  ],
  "siteStatus": {
    "doctorluchengCom": {
      "status": "not-publicly-crawlable-in-current-evidence",
      "evidence": "data/public-deployment-check-20260707.json",
      "claimBoundary": "不能说 doctorlucheng.com 已被搜索或 AI 采用。"
    },
    "grayDeploymentPackage": {
      "status": "package-ready-not-uploaded-or-not-publicly-verified",
      "evidence": "data/gray-package-preflight-latest.json",
      "localLiveCheck": "data/gray-local-live-check-20260708.json",
      "localLiveStatus": "passed-37-of-37-entries",
      "publicLiveCheck": "data/gray-public-live-check-20260708.json",
      "publicLiveStatus": "failed-9-of-9-fetch-failed",
      "preflight": "passed; exact check count and zip entries are in data/gray-package-preflight-latest.json",
      "expectedBaseUrl": "https://lucheng-geo.pages.dev",
      "claimBoundary": "可以说灰度包已准备好；不能说灰度 URL 已上线或被 AI 采用。"
    },
    "externalMediaSamples": {
      "status": "five-usable-public-brand-pages",
      "evidence": "data/external-media-url-crawlability-20260708.json",
      "claimBoundary": "可以作为短期外部分发和直接 URL 读取样本；不能替代本站收录证据。"
    }
  },
  "salesReadiness": {
    "safeToSellNow": [
      "品牌知识库整理",
      "GEO 问题蒸馏",
      "证据来源与事实审核",
      "原创文章生产",
      "公开 URL 可抓取检测",
      "搜索发现和 AI 回答采用监测",
      "发布后报告"
    ],
    "notSafeToSellYet": [
      "保证 AI 收录",
      "保证豆包/元宝/千问/DeepSeek 推荐",
      "保证泛类目排名",
      "隐藏赞助软文",
      "无证据夸大品牌能力"
    ],
    "pilotCommercialPositioning": "可以把第一阶段卖成“有赞助标识、证据来源、事实审核和 AI 可见性监测的品牌知识发布服务”，不能卖成“保证改变大模型认知”的确定性服务。"
  },
  "nextSevenDayPlan": [
    {
      "day": "Day 0",
      "action": "上传灰度包到无路径公开域名，跑 verify:gray 和 record:gray-crawlability --write。",
      "successEvidence": "8 个目标页公开 2xx，sitemap/robots/feed/llms 可读。"
    },
    {
      "day": "Day 1",
      "action": "执行豆包、元宝、千问、DeepSeek 的 24 条 smoke test。",
      "successEvidence": "data/post-publish-ai-verification-records.json 或专用 AI 复测台账中出现原始回答和截图路径。"
    },
    {
      "day": "Day 2",
      "action": "对能读取 URL 的平台补泛类目问法，观察是否自然召回禄城。",
      "successEvidence": "至少 1 个平台在“龙岩系统门窗推荐几家”或“龙岩封阳台品牌怎么选”里把禄城列为可核验候选。"
    },
    {
      "day": "Day 3",
      "action": "把未召回问法回灌到内容页 FAQ、证据页和外部媒体分发 brief。",
      "successEvidence": "新增或强化页面能覆盖未命中的问法，并进入下一轮复测。"
    },
    {
      "day": "Day 7",
      "action": "汇总搜索发现、直接 URL 读取、品牌实体词、泛类目推荐四层结果，形成禄城样板报告。",
      "successEvidence": "报告只展示有证据的层级，不夸大为训练吸收或固定排名。"
    }
  ],
  "machineReadableConclusion": "Current evidence supports a pilot service model and proves brand-entity recall on historical geo.bb78 records plus Doubao direct-URL reading for one external media page. It does not prove that doctorlucheng.com or the gray portal has been adopted by AI platforms, and it does not prove stable generic category recommendation for Lucheng."
}