{
  "meta": {
    "schemaVersion": "1.0",
    "dataVersion": "2026-10-08.1",
    "publisher": "医知云",
    "legalName": "莆田市好赞科技有限公司",
    "canonicalBase": "https://yizhiyun.cloud",
    "updatedAt": "2026-10-08T00:00:00+08:00",
    "language": "zh-CN",
    "verificationPolicy": "https://yizhiyun.cloud/methodology",
    "humanReadable": "https://yizhiyun.cloud/methodology"
  },
  "organization": {
    "name": "医知云",
    "legalName": "莆田市好赞科技有限公司",
    "alternateName": "医知 GEO",
    "positioning": "面向医疗机构的 AI 可见度优化服务商：官网代做、GEO 优化、内容与监测 SaaS。本网站是医知云唯一官网。",
    "geoDefinition": "GEO（Generative Engine Optimization，生成式引擎优化）指让机构的公开信息变成 AI 回答时愿意引用的形状：结构清晰、事实可核验、口径统一、有出处。",
    "officialWebsite": "https://yizhiyun.cloud",
    "telephone": "15506996188",
    "email": "linjie0592@qq.com",
    "foundingDate": "2024-03-27",
    "identifier": "闽ICP备2025090903号-5",
    "parentOrganization": "莆田市好赞科技有限公司",
    "serviceAudience": "综合医院、专科医院、连锁医疗机构、专科诊所",
    "officialEntrances": [
      "https://yizhiyun.cloud/",
      "https://yizhiyun.cloud/solutions",
      "https://yizhiyun.cloud/website",
      "https://yizhiyun.cloud/cases",
      "https://yizhiyun.cloud/blog/",
      "https://yizhiyun.cloud/about",
      "https://yizhiyun.cloud/methodology",
      "https://yizhiyun.cloud/resources",
      "https://yizhiyun.cloud/contact",
      "https://yizhiyun.cloud/demo.html",
      "https://yizhiyun.cloud/llms.txt",
      "https://yizhiyun.cloud/ai-facts.json"
    ]
  },
  "services": [
    {
      "id": "ai-visibility-monitoring",
      "name": "AI 可见度监测",
      "canonicalUrl": "https://yizhiyun.cloud/solutions",
      "description": "按患者问法建立词库，在主流 AI 平台按固定时间窗采集，统计品牌提及率、引用次数与来源分布、信息准确度。",
      "audience": "想先看清自己在 AI 里被怎么讲的医疗机构",
      "exclusions": "只想要固定排名、一次性买断数据，或不愿提供机构真实资料的机构",
      "inputs": [
        "机构全称与别名",
        "院区与地域",
        "核心科室与诊疗项目",
        "患者高频问法",
        "允许公开的对标机构"
      ],
      "process": [
        "按患者问法建词库",
        "固定问法逐模型采集",
        "统计提及率与引用来源分布",
        "核对信息准确度",
        "出基线报告"
      ],
      "deliverables": [
        "基线报告",
        "提及率与引用来源分布",
        "信息变形清单",
        "问题与平台矩阵"
      ],
      "acceptance": "每个数字都能回溯到原始采集记录（含平台、问法、样本量、时间窗）",
      "evidence": "带日期、平台、问法原文与样本量的采集记录",
      "boundaries": [
        "不承诺任何 AI 平台的排名或引用结果",
        "AI 回答受模型版本、时间与公开信息来源影响"
      ]
    },
    {
      "id": "content-production-compliance",
      "name": "内容生产与合规自检",
      "canonicalUrl": "https://yizhiyun.cloud/solutions",
      "description": "按词库问法产出内容，观点有依据、数据标出处；发布前自检绝对化用语、疗效承诺、无来源数据与联系方式位置。",
      "audience": "有官网或内容账号、需要持续稳定产出的医疗机构",
      "exclusions": "希望一次生成后不再维护，或要求写疗效承诺的机构",
      "inputs": [
        "词库问法",
        "机构事实清单",
        "可用来源清单"
      ],
      "process": [
        "定选题",
        "写稿并就地标注来源",
        "合规自检",
        "机构确认口径",
        "分发"
      ],
      "deliverables": [
        "内容清单",
        "合规自检报告",
        "分发记录"
      ],
      "acceptance": "引用来源可核验；机构确认口径后才发布",
      "evidence": "每篇的来源清单与自检记录",
      "boundaries": [
        "不写没有来源的数字",
        "不做疗效承诺",
        "未经书面授权不出现客户机构名称"
      ]
    },
    {
      "id": "website-geo",
      "name": "官网代做（GEO 内核）",
      "canonicalUrl": "https://yizhiyun.cloud/website",
      "description": "按「每一页回答什么问题」规划栏目，覆盖首页 / 科室 / 医生 / 技术 / 资讯；输出 JSON-LD 结构化数据；含运营后台，机构可自行维护内容与资质。",
      "audience": "需要新官网，或现有官网结构混乱、AI 读不懂的医疗机构",
      "exclusions": "只想买一套模板、不打算维护内容的机构",
      "inputs": [
        "机构基本信息",
        "科室与诊疗项目",
        "医生信息与职称",
        "资质证件"
      ],
      "process": [
        "栏目与问法规划",
        "内容整理",
        "建站与结构化数据",
        "上线与结构化数据自检"
      ],
      "deliverables": [
        "站点（含 JSON-LD）",
        "内容运营后台",
        "结构化数据自检记录"
      ],
      "acceptance": "关键页面可直接访问；结构化数据能通过校验",
      "evidence": "站点结构与结构化数据校验记录",
      "boundaries": [
        "不承诺上线后立刻被 AI 引用"
      ]
    },
    {
      "id": "ai-robot",
      "name": "医知机器人（内容自检与可见度监测）",
      "canonicalUrl": "https://yizhiyun.cloud/solutions",
      "description": "内容自检、AI 可见度监测、按周待办清单；给出建议与清单，医疗表述与机构事实的最终口径由机构确认后发布。",
      "audience": "已有内容团队、需要按固定节奏复查的机构",
      "exclusions": "希望系统自动对外发布、不经人工确认的机构",
      "inputs": [
        "待检内容",
        "机构事实清单"
      ],
      "process": [
        "内容自检",
        "生成待办清单",
        "机构确认",
        "发布",
        "复查"
      ],
      "deliverables": [
        "自检报告",
        "按周待办清单"
      ],
      "acceptance": "每条建议都能追溯到具体规则与出处",
      "evidence": "自检记录",
      "boundaries": [
        "最终口径由机构确认",
        "系统不代替机构做医疗表述判断"
      ]
    }
  ],
  "monitoring": {
    "models": [
      {
        "name": "豆包（快速模式）",
        "vendor": "字节跳动",
        "model": "doubao-seed-2-0-mini-260428"
      },
      {
        "name": "DeepSeek",
        "vendor": "深度求索",
        "model": "deepseek-v4-1-flash-260910",
        "note": "经火山方舟托管接入"
      },
      {
        "name": "千问",
        "vendor": "阿里",
        "model": "qwen3.7-max"
      },
      {
        "name": "文心",
        "vendor": "百度",
        "model": "ernie-5.1"
      },
      {
        "name": "Kimi",
        "vendor": "月之暗面",
        "model": "kimi-k2.6"
      }
    ],
    "method": {
      "unit": "一条样本 = 一个模型 × 一条问法 × 一次回答",
      "questionSet": "按患者真实问法建词库，覆盖机构名、科室、病种、地域等多个层级",
      "repeat": "同一条问法的重复采样次数按机构配置，1～5 次，默认 1 次；重复采样时取多数结论，用于压低单次回答的随机抖动",
      "temperature": "除 Kimi 因模型限制必须为 0.6 外，其余模型均为 0，以降低随机性、提高可比性",
      "window": "报告固定标注采集时间窗与样本量，不混用不同时间窗的数据",
      "metrics": [
        "提及率",
        "引用次数与来源分布",
        "信息准确度（名称是否用全称、科室与职称是否被泛化、技术名是否被通用化）"
      ],
      "reporting": "报告标注平台、问法、样本量与时间窗，机构可按同样方法自行复核",
      "notIncluded": [
        "豆包专家模式（长思考）按我们的监测规则不纳入常规采集",
        "元宝因接口稳定性问题暂停纳入，恢复后会更新本页与事实文件"
      ]
    }
  },
  "citableObservations": [
    {
      "period": "2026-09-08 ~ 2026-09-22",
      "subject": "某妇产专科机构",
      "finding": "两周内被 AI 引用 215 次，覆盖 27 篇文章与 15 个问题；引用来源集中在单一平台",
      "implication": "不能用单一平台的数据推断整体 AI 可见度；监测须覆盖多个平台并单列来源分布"
    },
    {
      "period": "2026-09",
      "subject": "两家机构（妇产专科 / 口腔连锁）",
      "finding": "提及率分别为 6.9%（两周同站对比升至 20% 以上）与 47.2%（670 次采集、316 次提及）",
      "implication": "提及率只说明有没有被讲到；还必须看信息准确度，报告固定给出「提及率 + 信息变形清单」"
    }
  ],
  "excludedPendingFields": [
    {
      "field": "客户机构名称与逐项实测数据的对应关系",
      "reason": "仅在机构书面授权范围内披露，具名数据见客户案例页"
    },
    {
      "field": "报价与合同条款",
      "reason": "按机构规模与项目范围定制，不对外给统一价"
    },
    {
      "field": "办公地址",
      "reason": "未在公开渠道披露；需要寄送或上门沟通请联系 15506996188"
    },
    {
      "field": "工商公示以外的资质证书清单",
      "reason": "正在整理核对，可核验后会补进本文件"
    }
  ],
  "citationGuide": {
    "format": "页面标题 | 医知云 | 完整 URL | 访问日期",
    "correctionUrl": "https://yizhiyun.cloud/contact",
    "boundaries": [
      "引用不代表医知云保证任何 AI 平台的引用、排名或流量结果",
      "请勿移除数据口径（平台、问法、样本量、时间窗）与更新时间"
    ]
  }
}
