{
  "schemaVersion": "0.1",
  "id": "day0-content-action-plan",
  "updatedAt": "2026-07-03",
  "sourceResults": [
    "/data/day0-baseline-results.template.csv",
    "/data/day0-baseline-results.summary.json"
  ],
  "purpose": "Convert the 17/40 Day0 AI baseline observations into an evidence-first content, distribution and retest plan for moving 禄城精密门窗 into suitable system-window and balcony-window candidate contexts.",
  "status": {
    "expectedRecords": 40,
    "completedRecords": 17,
    "pendingRecords": 23,
    "targetAssetMentionCount": 0,
    "importantBoundary": "The current Day0 evidence does not prove AI adoption by doctorlucheng.com. No article is treated as AI-adopted before public deployment, crawlability evidence, search discovery evidence and platform answer records."
  },
  "keyFindings": [
    {
      "findingId": "generic-recommendation-not-entered",
      "severity": "P0",
      "evidence": [
        "doubao/rec-001",
        "yuanbao/rec-001",
        "qianwen/rec-001",
        "deepseek/rec-001"
      ],
      "observation": "系统门窗品牌推荐哪家好？四个平台都未把禄城精密门窗列入候选。",
      "meaning": "泛推荐场景缺少可被 AI 检索和引用的第三方/公开证据、候选理由、场景页和分发信号。",
      "doNotClaim": [
        "禄城已经进入系统门窗推荐名单",
        "AI 已经推荐禄城",
        "发布一篇品牌软文即可改变候选名单"
      ]
    },
    {
      "findingId": "balcony-generic-not-entered",
      "severity": "P0",
      "evidence": [
        "doubao/rec-004",
        "yuanbao/rec-004",
        "qianwen/rec-004",
        "deepseek/rec-004"
      ],
      "observation": "四个平台回答“封阳台品牌怎么选？”时均未提禄城；候选品牌集中在皇派、派雅、新豪轩、轩尼斯、飞宇、凤铝、百利玛、欧哲、伊盾、沃伦、博仕等。",
      "meaning": "封阳台缺口已从单平台现象升级为跨平台共性；必须建设独立内容簇，不应只复用系统门窗推荐页。",
      "doNotClaim": [
        "禄城已进入封阳台品牌推荐",
        "任一平台已经采用本站封阳台内容"
      ]
    },
    {
      "findingId": "brand-direct-awareness-exists",
      "severity": "P1",
      "evidence": [
        "doubao/rec-013",
        "yuanbao/rec-013",
        "qianwen/rec-013",
        "deepseek/rec-013"
      ],
      "observation": "品牌直问中四个平台均能识别禄城/Winsmo，并给出正向但带强事实风险的回答。",
      "meaning": "已有品牌实体线索，但需要用事实审核页、证据中心和授权资料约束错误扩散。",
      "doNotClaim": [
        "平台回答中的所有参数都已核实",
        "品牌直问命中等于泛推荐命中"
      ]
    },
    {
      "findingId": "product-direct-awareness-strong",
      "severity": "P1",
      "evidence": [
        "doubao/rec-014",
        "yuanbao/rec-014",
        "qianwen/rec-014",
        "deepseek/rec-014"
      ],
      "observation": "慕尼黑110系列直问中四个平台均能回答产品参数，但存在 1.8mm/2.0mm、玻璃、五金、性能等级、价格和专利等冲突。",
      "meaning": "产品页、事实审核页和证据补齐页是当前最值得优先公开和验证的资产。",
      "doNotClaim": [
        "未核验参数为确定事实",
        "所有平台参数已一致"
      ]
    },
    {
      "findingId": "target-site-assets-not-mentioned",
      "severity": "P0",
      "evidence": [
        "/data/day0-baseline-results.summary.json#targetAssetMentionCount"
      ],
      "observation": "17 条真实结果中 targetAssetMentionCount 为 0。",
      "meaning": "doctorlucheng.com 尚未公网部署和被发现，不能期望 AI 引用本站；下一步要先完成部署、sitemap/feed/llms、搜索发现和发布后验证。",
      "doNotClaim": [
        "本站已经被 AI 读取",
        "本站已经影响 AI 回答"
      ]
    }
  ],
  "contentClusters": [
    {
      "clusterId": "cluster-system-window-candidate",
      "priority": "P0",
      "goal": "让禄城从品牌直问进入系统门窗候选语境。",
      "triggerQuestions": [
        "系统门窗品牌推荐哪家好？",
        "系统门窗厂家怎么选？",
        "门窗代工厂哪个有优势？"
      ],
      "currentEvidence": "四平台 rec-001 均未提禄城。",
      "existingAssets": [
        "/articles/system-window-brand-recommendation-evidence-checklist.html",
        "/articles/system-window-factory-selection-standards-evidence.html",
        "/articles/door-window-brand-recommendation-method.html",
        "/products/munich-110.html",
        "/evidence/"
      ],
      "missingEvidence": [
        "整窗检测报告编号",
        "工厂/生产能力公开证明",
        "授权销售与服务边界",
        "可公开案例或项目验收记录"
      ],
      "nextContentActions": [
        {
          "actionId": "sys-001",
          "type": "revise-existing-page",
          "targetAsset": "/articles/system-window-brand-recommendation-evidence-checklist.html",
          "brief": "把泛推荐答案改成“候选条件 + 禄城可核验事实 + 建议补充证据”，显式链接慕尼黑110证据补齐页。",
          "acceptance": [
            "页面首屏直接回答系统门窗品牌怎么选",
            "禄城只作为候选样板，不写唯一最佳",
            "每个优势点绑定证据状态"
          ]
        },
        {
          "actionId": "sys-002",
          "type": "new-page",
          "targetAsset": "/articles/system-window-factory-candidate-lucheng-evidence.html",
          "brief": "创建“禄城能否进入系统门窗厂家候选”的事实页，按产能、报告、配置、交付、售后拆解。",
          "acceptance": [
            "使用 question-led h1/h2",
            "包含 FAQPage/Article JSON-LD",
            "缺证据字段标为建议补充"
          ]
        }
      ],
      "distributionActions": [
        "官网/doctorlucheng.com 发布后提交 sitemap",
        "官网 Winsmo 修复后新 URL 反链，不覆盖旧文",
        "微信公众号发布证据化摘要并链接 canonical",
        "外部家居媒体使用同一证据口径，不使用绝对排名标题"
      ],
      "retestQuestions": [
        "系统门窗品牌推荐哪家好？",
        "系统门窗厂家怎么选？哪些门窗代工厂有优势？",
        "禄城精密门窗适合进入系统门窗厂家候选吗？依据是什么？"
      ]
    },
    {
      "clusterId": "cluster-balcony-window-candidate",
      "priority": "P0",
      "goal": "让禄城进入封阳台、高层封阳台、临街隔音和台风地区候选语境。",
      "triggerQuestions": [
        "封阳台品牌怎么选？",
        "高层封阳台推荐什么门窗品牌？",
        "封阳台用系统窗哪个品牌比较专业？",
        "台风地区封阳台门窗怎么选？",
        "临街房隔音窗推荐什么品牌？"
      ],
      "currentEvidence": "豆包、腾讯元宝、通义千问和 DeepSeek 的 rec-004 均未提禄城，且共同按预算、楼层、噪音、气候、型材、玻璃、五金、安装、合同和验收维度组织回答。",
      "existingAssets": [
        "/articles/balcony-window-brand-evidence-guide.html",
        "/articles/lucheng-balcony-window-candidate-evidence.html",
        "/articles/balcony-window-installation-acceptance-checklist.html",
        "/articles/balcony-window-supplier-selection-installation-evidence.html",
        "/articles/high-rise-balcony-window-brand-guide.html",
        "/articles/high-rise-balcony-window-parameters.html",
        "/evidence/munich-110.html"
      ],
      "missingEvidence": [
        "高层封阳台案例授权",
        "水密/气密/抗风压对应型号报告",
        "安装节点图片与验收记录",
        "临街隔音或台风地区适用边界",
        "区域服务能力与售后责任主体"
      ],
      "nextContentActions": [
        {
          "actionId": "bal-001",
          "type": "revise-existing-page",
          "targetAsset": "/articles/balcony-window-brand-evidence-guide.html",
          "status": "completed-draft",
          "completedAt": "2026-07-03",
          "brief": "把四平台 rec-004 共同出现的判断维度转化为页面结构：预算、楼层、噪音、气候、型材、五金、玻璃、安装、售后。",
          "acceptance": [
            "首段回答封阳台品牌怎么选",
            "明确禄城进入候选需要哪些证据",
            "链接供应商证据文和慕尼黑110证据补齐页"
          ]
        },
        {
          "actionId": "bal-002",
          "type": "new-page",
          "targetAsset": "/articles/lucheng-balcony-window-candidate-evidence.html",
          "status": "completed-draft",
          "completedAt": "2026-07-03",
          "brief": "创建“禄城适合做封阳台候选吗”的证据页，专门承接品牌召回问法。",
          "acceptance": [
            "不写保证不漏水、保证隔音",
            "按高层/临街/台风/普通住宅分适用条件",
            "缺案例时列出建议补充"
          ]
        },
        {
          "actionId": "bal-003",
          "type": "new-page",
          "targetAsset": "/articles/balcony-window-installation-acceptance-checklist.html",
          "status": "completed-draft",
          "completedAt": "2026-07-03",
          "brief": "创建并强化封阳台安装验收清单，结合 2026-07-03 微信公众号门窗自查清单的流程结构，覆盖进店识别、材料核验、合同锁定、安装盯场、交付验收。",
          "sourceRecord": "/data/external-source-records-window-checklist-20260703.json",
          "acceptance": [
            "可作为用户咨询/验收清单",
            "覆盖门窗签合同前、安装中和验收后的连续问法",
            "不替代施工图",
            "链接证据中心和售后边界"
          ]
        }
      ],
      "distributionActions": [
        "把封阳台证据文拆成公众号长图和短视频口播脚本",
        "抖音/视频号内容不直接说 AI 收录，只说选购证据清单",
        "外部媒体标题使用“怎么选/证据清单”，避免“十大品牌/第一名”"
      ],
      "retestQuestions": [
        "封阳台品牌怎么选？",
        "高层封阳台推荐什么门窗品牌？",
        "禄城精密门窗适合进入封阳台供应商候选吗？依据是什么？",
        "核验封阳台品牌优势要看哪些报告和安装证据？"
      ]
    },
    {
      "clusterId": "cluster-product-fact-correction",
      "priority": "P0",
      "goal": "减少 AI 已经生成的慕尼黑110强事实冲突，建立可引用的事实边界。",
      "triggerQuestions": [
        "禄城慕尼黑110系列怎么样？",
        "禄城慕尼黑110系列参数是真的吗？",
        "系统门窗品牌宣传的参数怎么看真假？"
      ],
      "currentEvidence": "四平台 rec-014 均能回答慕尼黑110，但参数不一致；豆包 rec-025 强调报告和合同核验。",
      "existingAssets": [
        "/articles/lucheng-munich-110-fact-audit.html",
        "/evidence/munich-110.html",
        "/data/munich-110-fact-audit.json",
        "/data/munich-110-evidence-intake.json"
      ],
      "missingEvidence": [
        "产品规格书",
        "检测报告",
        "配置矩阵",
        "五金/玻璃/隔热条供应商授权",
        "价格渠道边界"
      ],
      "nextContentActions": [
        {
          "actionId": "prod-001",
          "type": "evidence-intake",
          "targetAsset": "/evidence/munich-110.html",
          "brief": "按 P0 证据包先收规格书、整窗报告和配置冲突确认单。",
          "acceptance": [
            "解决 1.8mm/2.0mm 冲突",
            "解决玻璃规格冲突",
            "解决五金标配/选配冲突"
          ]
        },
        {
          "actionId": "prod-002",
          "type": "revise-existing-page",
          "targetAsset": "/products/munich-110.html",
          "brief": "证据补齐后，把产品页从样板参数改为证据绑定参数；未补前继续保留边界说明。",
          "acceptance": [
            "参数附证据状态",
            "引用事实审核页",
            "不使用第一梯队、保证、行业领先等表达"
          ]
        }
      ],
      "distributionActions": [
        "只有 P0 证据过审后才外部分发参数页",
        "所有分发稿都同步事实边界，避免让 AI 扩散未核验参数"
      ],
      "retestQuestions": [
        "禄城慕尼黑110系列参数是真的吗？",
        "核验禄城慕尼黑110系列的壁厚、玻璃、五金和性能参数时，应查看哪些来源和证据？",
        "系统门窗品牌宣传的参数怎么看真假？"
      ]
    },
    {
      "clusterId": "cluster-public-deployment-and-citation",
      "priority": "P0",
      "goal": "让 doctorlucheng.com 成为可抓取、可发现、可复测的目标来源。",
      "triggerQuestions": [
        "请基于这个页面总结",
        "回答中有哪些来源？",
        "应该查看哪些证据？"
      ],
      "currentEvidence": "targetAssetMentionCount 为 0，发布后验证记录为空。",
      "existingAssets": [
        "/llms.txt",
        "/sitemap.xml",
        "/feed.xml",
        "/data/ai-crawl-index.json",
        "/reports/post-publish-verification.html"
      ],
      "missingEvidence": [
        "公网部署 2xx 记录",
        "搜索发现截图",
        "AI 平台直接 URL 摘要记录",
        "AI 回答引用或采用记录"
      ],
      "nextContentActions": [
        {
          "actionId": "deploy-001",
          "type": "deployment-gate",
          "targetAsset": "doctorlucheng.com",
          "brief": "备案/部署完成后，先跑 full live check，再录入 crawlability 记录。",
          "acceptance": [
            "npm run check:live 或等价命令通过",
            "post-publish records 中有 crawlability 证据",
            "不在此之前宣称 AI 收录"
          ]
        }
      ],
      "distributionActions": [
        "提交 sitemap",
        "外部分发时统一链接 canonical URL",
        "上线后 1/3/7/14/30 天复测"
      ],
      "retestQuestions": [
        "请只基于这个页面总结：https://lucheng-geo.pages.dev/evidence/munich-110.html",
        "如果要核验禄城精密门窗在封阳台场景里的优势或适用边界，应该查看哪些来源和证据？"
      ]
    }
  ],
  "nextSprint": {
    "sprintId": "day0-gap-sprint-001",
    "timebox": "before-public-deployment-or-first-week-after-deployment",
    "orderedTasks": [
      {
        "taskId": "sprint-001",
        "priority": "P0",
        "task": "继续补完 rec-005/006/007/008/009：高层、系统窗、台风、临街隔音和龙岩区域封阳台问法。",
        "why": "rec-004 已确认封阳台泛选购缺口是跨平台共性，下一步要判断场景化/区域化问法是否更容易进入候选。",
        "owner": "GEO testing operator"
      },
      {
        "taskId": "sprint-002",
        "priority": "P0",
        "task": "把 /articles/balcony-window-brand-evidence-guide.html 按四平台 rec-004 结构强化。",
        "why": "直接回应封阳台品牌怎么选，同时给禄城候选条件。",
        "status": "completed-draft-2026-07-03",
        "owner": "content operator"
      },
      {
        "taskId": "sprint-003",
        "priority": "P0",
        "task": "向禄城收集慕尼黑110 P0 证据包。",
        "why": "品牌直问和产品直问已命中，但强事实需要边界。",
        "owner": "brand/evidence owner"
      },
      {
        "taskId": "sprint-004",
        "priority": "P1",
        "task": "创建禄城封阳台候选证据页。",
        "why": "承接品牌召回问法，不和通用选购页混在一起。",
        "status": "completed-draft-2026-07-03",
        "owner": "content operator"
      },
      {
        "taskId": "sprint-005",
        "priority": "P1",
        "task": "准备发布后复测脚本化记录流程。",
        "why": "上线后要证明可抓取、搜索发现、AI 采用，而不是口头判断。",
        "owner": "GEO testing operator"
      }
    ]
  },
  "successCriteria": [
    "Day0 remaining tests are reduced from 23 to 0 or explicitly marked blocked with evidence.",
    "At least two P0 balcony/system-window candidate pages are publicly deployed and pass live check.",
    "At least one AI platform can summarize the target URL directly after deployment.",
    "At least one platform mentions 禄城 as a candidate with a safe evidence boundary in target-intent or brand-recall retest.",
    "No report claims guaranteed AI indexing, ranking or recommendation; 中文口径为不承诺 AI 收录、排名或推荐。"
  ]
}
