{
  "schemaVersion": "0.1",
  "id": "geo-bb78-backend-record-model-20260709",
  "observedAt": "2026-07-09T00:00:00+08:00",
  "timezone": "Asia/Shanghai",
  "purpose": "把 geo.bb78 用户后台查询记录模块拆成可复制到禄城 GEO 门户的验证模型：问题蒸馏、平台检测、状态口径、截图/分享页复核和不可夸大的证据边界。",
  "accessMode": {
    "browser": "Chrome existing user session plus local read-only asset inspection",
    "mode": "read-only observation",
    "mutationsPerformed": false,
    "notes": [
      "未新增、删除、发布、刷新订单、取消查询、充值或提交任务。",
      "读取了用户后台导航、查询记录 iframe 首屏、查询记录前端 JS 配置和页面可见字段。",
      "直接访问后台 Ajax 接口会跳登录页或要求 Ajax 请求上下文，因此不能把接口直出当作公开文章证据。",
      "浏览器自动化期间用户后台标签一度跳到登录页；未观察到后台数据被改变。"
    ]
  },
  "observedBackendNavigation": {
    "accountLabel": "禄城精密门",
    "validUntil": "2027-03-20",
    "majorGroups": [
      {
        "group": "AI诊断",
        "items": ["AI可见度诊断", "诊断报告"]
      },
      {
        "group": "AI创作准备",
        "items": ["关键词", "写作标题", "企业画像图库", "企业知识库"]
      },
      {
        "group": "AI文章写作",
        "items": ["写作指令", "文章分类", "AI写作任务", "文章列表"]
      },
      {
        "group": "AI流量复刻",
        "items": ["全网爆文复刻", "批量爆文复刻"]
      },
      {
        "group": "文章发布",
        "items": ["B2B发布", "网站媒体", "自媒体大V", "个人自媒体", "AI官网SEO"]
      },
      {
        "group": "AI数据中心",
        "items": ["数据报表", "查询(带截图)", "查询记录"]
      },
      {
        "group": "AI工具助手",
        "items": ["关键词指数", "AI拓词", "手动拓词工具"]
      }
    ],
    "importantInterpretation": "geo.bb78 的产品链路不是单纯发文章，而是主词/拓词/标题/素材/文章/分发/检测闭环。禄城样板站应复制这个闭环，但证据口径必须更严格。"
  },
  "queryRecordModule": {
    "page": "https://geo.bb78.cn/user/shoulu_record/?ref=addtabs",
    "iframe": "https://geo.bb78.cn/user/shoulu_record/?addtabs=1",
    "frontendScript": "https://geo.bb78.cn/user_assets/js/backend/shoulu_record.js?v=1.0.177",
    "tableId": "table",
    "backendIndexUrlFromScript": "shoulu_record/index",
    "backendTableName": "shoulu_record",
    "primaryKey": "id",
    "sortName": "addtime",
    "visibleTotalRows": 494,
    "visiblePageSize": 10,
    "visibleColumns": [
      "序号",
      "关键词",
      "问题",
      "状态",
      "平台",
      "提交申请时间",
      "查询标识",
      "结果反馈"
    ],
    "statusVocabularyFromScript": {
      "0": "查询中",
      "1": "已收录",
      "2": "未收录",
      "3": "已退款"
    },
    "platformVocabularyFromScript": {
      "1": "deepseek",
      "2": "豆包",
      "3": "元宝",
      "4": "通义千问",
      "5": "文心一言",
      "6": "纳米",
      "7": "kimi",
      "8": "智普清言"
    },
    "shareUrlRuleFromScript": "当 row.status 为 1 或 2 时，结果反馈列渲染 row.share_url 为“查看截图”链接。",
    "firstPageObservedRows": [
      {
        "keyword": "龙岩系统门窗",
        "question": "龙岩系统门窗推荐几家",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95aeb5b6223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "系统门窗推荐几家",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95ad0bdd223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "龙岩系统门窗怎么联系",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95abab24223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "系统门窗怎么联系",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95a990f6223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "龙岩系统门窗选哪家",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95a760d5223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "系统门窗选哪家",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95a55b88223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "龙岩系统门窗找哪家",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac95a2b4e6223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "系统门窗找哪家",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac959e0747223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "龙岩系统门窗有哪些",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac8e2e4ede223"
      },
      {
        "keyword": "龙岩系统门窗",
        "question": "系统门窗有哪些",
        "status": "未收录",
        "platform": "元宝",
        "submittedAt": "2026-05-18 16:01:31",
        "requestId": "6a0ac8e2d0434223"
      }
    ]
  },
  "copiedOperatingModelForLucheng": {
    "minimumRecordFields": [
      "keyword",
      "distilledQuestion",
      "intentType",
      "targetBrand",
      "targetArticleUrl",
      "platform",
      "submittedAt",
      "checkedAt",
      "status",
      "answerRawText",
      "answerShareUrl",
      "screenshotPath",
      "mentionsTargetBrand",
      "usesTargetArticleFacts",
      "ranksAsRecommendedCandidate",
      "citesOrLinksSource",
      "reviewer",
      "qualityNotes"
    ],
    "requiredStatusLayers": [
      {
        "layer": "page-crawlability",
        "successCondition": "公开 URL 2xx、正文可读、canonical/JSON-LD/sitemap/feed/llms 至少有基本结构。"
      },
      {
        "layer": "search-discovery",
        "successCondition": "搜索引擎或 AI 搜索能通过标题/品牌/核心句检索到该 URL。"
      },
      {
        "layer": "direct-url-reading",
        "successCondition": "豆包、元宝、千问或 DeepSeek 在直接给 URL 时能总结出页面事实。"
      },
      {
        "layer": "brand-entity-recall",
        "successCondition": "用户问品牌实体词时，AI 回答自然提到目标品牌及正确主体。"
      },
      {
        "layer": "generic-category-recommendation",
        "successCondition": "用户问泛类目推荐词时，AI 把目标品牌作为候选或优势方之一，并且答案事实可追溯。"
      },
      {
        "layer": "cited-recommendation",
        "successCondition": "泛类目推荐同时出现目标品牌、稳定事实和可点击来源。"
      }
    ],
    "firstLuchengTestPriority": [
      "直接 URL 总结禄城灰度站样本文章",
      "龙岩禄城精密门窗品牌/公司/厂家/供应商",
      "龙岩系统门窗推荐几家/选哪家/有哪些",
      "龙岩封阳台品牌怎么选/哪家好",
      "系统门窗壁厚、玻璃、五金、安装验收怎么核验证据"
    ],
    "contentImplications": [
      "不能只写品牌软文；必须把泛类目问题拆成证据化答案块。",
      "每篇文章都应有明确赞助标识、主体关系、证据状态、FAQ、结构化数据和可复测问题。",
      "品牌实体词命中是早期信号；真正商业价值来自泛类目推荐问法进入候选。"
    ]
  },
  "evidenceBoundary": {
    "canSay": [
      "geo.bb78 后台查询记录模块使用 keyword/question/status/platform/share_url 字段形成 AI 平台检测台账。",
      "后台前端脚本确认状态码 1 表示已收录、2 表示未收录，平台码覆盖 deepseek、豆包、元宝、通义千问等 8 个平台。",
      "2026-07-09 只读观察到查询记录总量 494，首屏龙岩系统门窗相关元宝问题均为未收录。"
    ],
    "cannotSay": [
      "不能把后台状态=已收录等同于公开搜索索引。",
      "不能把后台状态=已收录等同于大模型训练长期吸收。",
      "不能因为历史后台有品牌词命中，就宣称 doctorlucheng.com 或灰度站已被四大 AI 平台采用。",
      "不能因有截图链接就跳过逐条原始回答复核；截图/分享页可能错链或复用。"
    ]
  },
  "nextActions": [
    "重新登录 geo.bb78 后台后，优先在查询记录中筛 status=已收录，并导出或逐条保存 request_id、platform、question、share_url。",
    "对每条已收录样本打开 share_url，保存截图和原始回答文本，核验是否真的提及禄城、是否来自正确主体、是否属于泛类目推荐。",
    "把禄城灰度站部署到公开 URL 后，用同一套字段记录豆包、腾讯元宝、通义千问、DeepSeek 的第一小时 smoke test。",
    "把泛类目推荐问法作为 P0：龙岩系统门窗推荐几家、龙岩封阳台选哪家、系统门窗厂家怎么选。"
  ],
  "machineReadableConclusion": "geo.bb78 backend structure provides a useful operating model for Lucheng GEO: keyword distillation, platform-specific query records, status codes, screenshot/share URLs and reporting. It does not prove that the new Lucheng portal has been indexed or recommended by AI platforms. The Lucheng project must require public URL crawlability, search discovery, direct URL reading, brand entity recall and generic category recommendation as separate evidence layers."
}