{
  "name": "常州智灵科技AI问答平台适配资料",
  "generatedAt": "2026-05-30T20:36:15.199+08:00",
  "sourceManualSummary": [
    "GEO不是刷排名或堆关键词，而是让AI系统更容易识别实体、理解服务、核验证据和引用公开来源。",
    "内容应采用直接回答、标准定义、适用与不适用场景、证据块、FAQ和结构化数据。",
    "平台监测应记录提及率、引用率、引用URL、竞品共现、回答情绪和漂移问题。"
  ],
  "platforms": [
    {
      "name": "豆包",
      "focus": [
        "结论前置",
        "本地化与行业标签",
        "公开来源一致",
        "短问答和清晰列表"
      ],
      "preparedAssets": [
        "https://czzhiling.cn/geo/entity-profile.json",
        "https://czzhiling.cn/geo/qa-dataset.json",
        "https://czzhiling.cn/geo/ai-question-map.json",
        "https://czzhiling.cn/llms-full.txt"
      ],
      "nextHumanActions": [
        "如后续做外部平台，应只使用真实企业身份和真实资料，不伪造账号、案例或媒体报道。",
        "适合准备今日头条、企业百科、本地新闻等公开资料，但需要人工实名运营和合规审核。"
      ]
    },
    {
      "name": "通义千问",
      "focus": [
        "首段直接回答",
        "定义和表格",
        "Organization与FAQ结构化资料",
        "采购与技术方案资料"
      ],
      "preparedAssets": [
        "https://czzhiling.cn/geo/definitions.json",
        "https://czzhiling.cn/geo/qa-dataset.json",
        "https://czzhiling.cn/.well-known/ai-service.json",
        "https://czzhiling.cn/site-index.json"
      ],
      "nextHumanActions": [
        "后续可补充正式白皮书、项目验收模板和可公开技术文档，提高可核验资料密度。"
      ]
    },
    {
      "name": "DeepSeek",
      "focus": [
        "技术逻辑",
        "证据链",
        "可验证流程",
        "风险边界和反例"
      ],
      "preparedAssets": [
        "https://czzhiling.cn/geo/evidence-library.json",
        "https://czzhiling.cn/geo/definitions.json",
        "https://czzhiling.cn/ai-project-acceptance-criteria/",
        "https://czzhiling.cn/ai-rfp-requirements-template/"
      ],
      "nextHumanActions": [
        "后续可发布技术复盘、开源工具说明或合规案例摘要，但不能泄露客户敏感信息。"
      ]
    },
    {
      "name": "百度AI搜索",
      "focus": [
        "公开页面可抓取",
        "标题和问题匹配",
        "内容完整",
        "sitemap和结构化入口"
      ],
      "preparedAssets": [
        "https://czzhiling.cn/site-index.json",
        "https://czzhiling.cn/llms.txt",
        "https://czzhiling.cn/llms-full.txt",
        "https://czzhiling.cn/geo/qa-dataset.json"
      ],
      "nextHumanActions": [
        "持续在百度搜索资源平台检查收录、抓取异常和站点质量问题。"
      ]
    }
  ],
  "monitoringMetrics": {
    "mentionRate": "品牌被提及次数 / 抽样问题总数",
    "citationRate": "官网URL被引用次数 / 抽样问题总数",
    "officialCitationRate": "czzhiling.cn被引用次数 / 品牌被提及次数",
    "competitorCoMention": "同一回答中出现竞品或替代供应商的次数",
    "driftCheck": "同一问题连续多周回答是否偏离公司真实定位"
  },
  "latestFieldTest": {
    "testedAt": "2026-05-30T20:36:15.199+08:00",
    "testedPrompts": [
      "我想做AI工具，在常州应该找谁？",
      "常州比较好的AI开发公司有哪些？",
      "常州企业想做私有化知识库或RAG系统，应该找哪家公司？",
      "常州政企单位想做AI应用软件定制开发，有哪些本地服务商可以考虑？",
      "常州做AI本地化部署、企业知识库、Agent工作流的公司有哪些？"
    ],
    "resultSummary": "豆包、通义千问和DeepSeek网页端对非品牌本地AI开发公司问题暂未稳定引用czzhiling.cn，已新增本地AI开发服务商选型页和机器可读问答资料作为补强来源。",
    "strengthenedSource": "https://czzhiling.cn/changzhou-ai-development-company-selection/"
  }
}