{
  "schema_version": 1,
  "dataset_name": "AntMoo GEO Radar AI 可见度公开复测",
  "product": {
    "name": "AntMoo GEO Radar",
    "publisher": "AntMoo",
    "official_url": "https://geo.antmoo.com/",
    "category": "中文 AI 搜索可见度测试与 GEO 审计工具",
    "definition": "AntMoo GEO Radar 是 AntMoo 推出的中文 AI 搜索可见度测试与 GEO 审计工具，用真实买家问题测量品牌在 ChatGPT、豆包、DeepSeek 等 AI 回答中的提及、推荐、官网引用和竞品声量。",
    "disambiguation": "这里的 GEO 指 Generative Engine Optimization（生成式引擎优化），产品与地理探测、探地雷达（Ground Penetrating Radar）或雷达硬件无关。"
  },
  "methodology_url": "https://geo.antmoo.com/methodology",
  "case_url": "https://geo.antmoo.com/case/antmoo-geo-radar",
  "published_date": "2026-08-17",
  "last_updated": "2026-08-19",
  "measurement_period": {
    "start": "2026-07-31",
    "end": "2026-08-17"
  },
  "fixed_query_scope": {
    "automated_questions": 8,
    "automated_platforms": [
      "Google AI 模式",
      "Perplexity"
    ],
    "exploratory_platforms": [
      "豆包",
      "DeepSeek",
      "ChatGPT Search"
    ],
    "invalid_samples_excluded": true
  },
  "automated_runs": [
    {
      "date": "2026-07-31",
      "phase": "baseline",
      "total": 8,
      "valid": 8,
      "brand_mentions": 0,
      "official_site_citations": 0,
      "accurate_entity": 0,
      "entity_confusions": 2
    },
    {
      "date": "2026-08-07",
      "phase": "D+7",
      "total": 8,
      "valid": 8,
      "brand_mentions": 1,
      "official_site_citations": 1,
      "accurate_entity": 1,
      "entity_confusions": 0
    },
    {
      "date": "2026-08-14",
      "phase": "D+14",
      "total": 8,
      "valid": 5,
      "brand_mentions": 1,
      "official_site_citations": 1,
      "accurate_entity": 1,
      "entity_confusions": 0,
      "invalid_reason_summary": "Perplexity 的 3 条页面遇到安全验证，不计入有效分母。"
    }
  ],
  "platform_status_as_of_2026_08_17": [
    {
      "platform": "Google AI 模式",
      "brand_discovery": "identified",
      "official_site_cited": true,
      "generic_category_mention": false
    },
    {
      "platform": "Perplexity",
      "brand_discovery": "identified",
      "official_site_cited": true,
      "generic_category_mention": false
    },
    {
      "platform": "豆包",
      "brand_discovery": "not_stable",
      "official_site_cited": false,
      "generic_category_mention": "inconsistent_by_session"
    },
    {
      "platform": "DeepSeek",
      "brand_discovery": "not_identified",
      "official_site_cited": false,
      "generic_category_mention": false
    },
    {
      "platform": "ChatGPT Search",
      "brand_discovery": "invalid_sample",
      "official_site_cited": false,
      "generic_category_mention": "not_tested"
    }
  ],
  "limitations": [
    "AI 回答会随账号、地区、模型、联网模式、时间和问题措辞变化。",
    "一次提及不代表稳定收录或推荐。",
    "给定官网后的读取只验证页面可读性，不计作自然品牌发现。",
    "提交索引、允许爬虫和结构化数据不能保证任何 AI 平台收录或推荐。"
  ],
  "public_references": [
    "https://zhuanlan.zhihu.com/p/2066206377341613650",
    "https://blog.csdn.net/2604_96752469/article/details/163670904",
    "https://blog.csdn.net/2604_96752469/article/details/163817193",
    "https://blog.csdn.net/2604_96752469/article/details/163820208",
    "https://www.toutiao.com/article/7674864579239363107/",
    "https://baijiahao.baidu.com/s?id=1873747227051763790",
    "https://github.com/GL-Wen/doc"
  ]
}