openclaw-voc-skill/demo/xiaohongshu/platform-mini-report/platform-mini-report.json

{
  "metadata": {
    "project": "xiaohongshu-course-demo",
    "category": "冻干益生菌",
    "platformKey": "xiaohongshu",
    "platformName": "小红书",
    "dataNature": "课程合成样例",
    "owner": "VOC Skills 课程 demo",
    "date": "2026-04-29",
    "generatedAt": "2026-04-29T14:19:46.243Z"
  },
  "stats": {
    "platformCount": 1,
    "keywordCount": 3,
    "itemCount": 30,
    "commentCount": 105,
    "highInteractionItemCount": 23,
    "keywords": [
      "儿童益生菌怎么选",
      "益生菌腹胀便秘",
      "冻干益生菌测评"
    ],
    "platforms": [
      "xiaohongshu"
    ],
    "hypothesisTags": [
      "H1",
      "H3",
      "H6",
      "H2",
      "H4",
      "H5",
      "H7",
      "H8"
    ],
    "batches": [
      "P0",
      "P1"
    ]
  },
  "conclusion": "小红书 105 条可追溯 VOC 显示，冻干益生菌 当前最稳定的用户信号集中在 反馈(14)、竞品(14)、信任(14)；这些证据覆盖 H1, H2, H3, H4, H5, H6, H7, H8，适合先形成单平台阶段性判断，再进入下一轮采集或报告定稿。",
  "evidenceStrength": "高",
  "hypothesisCoverage": [
    {
      "tag": "H1",
      "label": "品类机会",
      "count": 38,
      "status": "已覆盖",
      "usage": "用于判断品类机会、进入动机和核心阻力"
    },
    {
      "tag": "H2",
      "label": "用户需求",
      "count": 39,
      "status": "已覆盖",
      "usage": "用于提炼用户痛点、场景和真实需求"
    },
    {
      "tag": "H3",
      "label": "产品缺口",
      "count": 53,
      "status": "已覆盖",
      "usage": "用于定位产品缺口、体验问题和详情页改进"
    },
    {
      "tag": "H4",
      "label": "价格认知",
      "count": 51,
      "status": "已覆盖",
      "usage": "用于判断价格、规格、周期和价值感"
    },
    {
      "tag": "H5",
      "label": "渠道内容",
      "count": 30,
      "status": "已覆盖",
      "usage": "用于识别平台内容形式、种草路径和渠道触点"
    },
    {
      "tag": "H6",
      "label": "竞品策略",
      "count": 48,
      "status": "已覆盖",
      "usage": "用于分析竞品替代、对比和差异化空间"
    },
    {
      "tag": "H7",
      "label": "定位表达",
      "count": 32,
      "status": "已覆盖",
      "usage": "用于抽取定位表达、标题和话术偏好"
    },
    {
      "tag": "H8",
      "label": "增长行动",
      "count": 35,
      "status": "已覆盖",
      "usage": "用于输出下一轮行动、验证指标和优先级"
    }
  ],
  "themes": [
    {
      "theme": "反馈",
      "count": 14,
      "ratio": "13%",
      "quote": "吃了三天没明显变化，但一周后排便时间稳定了一点。",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_013",
      "explanation": "使用反馈能暴露观察周期、体感边界和售后解释需求。"
    },
    {
      "theme": "竞品",
      "count": 14,
      "ratio": "13%",
      "quote": "进口牌子贵但说明详细，国产牌子客服回复快。",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_040",
      "explanation": "竞品/替代方案能暴露现有方案的赢点、输点和差异化切口。"
    },
    {
      "theme": "信任",
      "count": 14,
      "ratio": "13%",
      "quote": "过敏原、糖醇、香精这些最好直接标出来。",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_053",
      "explanation": "信任门槛来自适用边界、合规表达和不夸大的风险提示。"
    },
    {
      "theme": "场景",
      "count": 13,
      "ratio": "12%",
      "quote": "老人帮忙带娃时说明要简单，不然冲调水温总搞错。",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_067",
      "explanation": "需求由具体生活时刻触发，适合拆成场景化内容、组合装或使用说明。"
    },
    {
      "theme": "价格",
      "count": 13,
      "ratio": "12%",
      "quote": "每天成本超过8块我会犹豫，除非证据很清楚。",
      "source": "小红书 / 冻干益生菌测评 / P1 / xhs_demo_c_082",
      "explanation": "价格接受度与规格、试用成本、复购压力和效果确定性绑定。"
    },
    {
      "theme": "决策",
      "count": 13,
      "ratio": "12%",
      "quote": "详情页如果有适用人群表格，我会更容易判断。",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_041",
      "explanation": "用户需要明确选择标准，应把专业参数翻译成能下单的判断表。"
    },
    {
      "theme": "话术",
      "count": 12,
      "ratio": "11%",
      "quote": "我喜欢7天观察卡这种内容，不像广告。",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_026",
      "explanation": "用户原话可转成标题、详情页模块、客服脚本和内容 AB 测试。"
    },
    {
      "theme": "痛点",
      "count": 12,
      "ratio": "11%",
      "quote": "腹胀的时候孩子会闹，但我又不敢随便换太多产品。",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_027",
      "explanation": "用户正在规避闲置、无效、焦虑或使用失败风险，应优先转成产品改进和 FAQ。"
    }
  ],
  "evidenceCards": [
    {
      "id": "xhs_comment_xhs_demo_c_082",
      "source": "小红书 / 冻干益生菌测评 / P1 / xhs_demo_c_082",
      "platform": "xiaohongshu",
      "keyword": "冻干益生菌测评",
      "batch": "P1",
      "text": "每天成本超过8块我会犹豫，除非证据很清楚。",
      "hypothesisTags": [
        "H5",
        "H7"
      ],
      "theme": "价格",
      "likeCount": 97,
      "replyCount": 6,
      "url": "https://example.com/xhs/demo/xhs_demo_023",
      "parentId": "xhs_demo_023",
      "commentId": "xhs_demo_c_082"
    },
    {
      "id": "xhs_comment_xhs_demo_c_013",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_013",
      "platform": "xiaohongshu",
      "keyword": "儿童益生菌怎么选",
      "batch": "P0",
      "text": "吃了三天没明显变化，但一周后排便时间稳定了一点。",
      "hypothesisTags": [
        "H3",
        "H7",
        "H4"
      ],
      "theme": "反馈",
      "likeCount": 94,
      "replyCount": 7,
      "url": "https://example.com/xhs/demo/xhs_demo_004",
      "parentId": "xhs_demo_004",
      "commentId": "xhs_demo_c_013"
    },
    {
      "id": "xhs_comment_xhs_demo_c_041",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_041",
      "platform": "xiaohongshu",
      "keyword": "益生菌腹胀便秘",
      "batch": "P0",
      "text": "详情页如果有适用人群表格，我会更容易判断。",
      "hypothesisTags": [
        "H1",
        "H2",
        "H4",
        "H3"
      ],
      "theme": "决策",
      "likeCount": 98,
      "replyCount": 3,
      "url": "https://example.com/xhs/demo/xhs_demo_011",
      "parentId": "xhs_demo_011",
      "commentId": "xhs_demo_c_041"
    },
    {
      "id": "xhs_comment_xhs_demo_c_068",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_068",
      "platform": "xiaohongshu",
      "keyword": "益生菌腹胀便秘",
      "batch": "P0",
      "text": "我会先看菌株编号和配料表，客服讲不清楚就不下单。",
      "hypothesisTags": [
        "H3",
        "H4",
        "H8"
      ],
      "theme": "决策",
      "likeCount": 95,
      "replyCount": 4,
      "url": "https://example.com/xhs/demo/xhs_demo_018",
      "parentId": "xhs_demo_018",
      "commentId": "xhs_demo_c_068"
    },
    {
      "id": "xhs_comment_xhs_demo_c_026",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_026",
      "platform": "xiaohongshu",
      "keyword": "儿童益生菌怎么选",
      "batch": "P0",
      "text": "我喜欢7天观察卡这种内容，不像广告。",
      "hypothesisTags": [
        "H2",
        "H3",
        "H7",
        "H8"
      ],
      "theme": "话术",
      "likeCount": 89,
      "replyCount": 6,
      "url": "https://example.com/xhs/demo/xhs_demo_007",
      "parentId": "xhs_demo_007",
      "commentId": "xhs_demo_c_026"
    },
    {
      "id": "xhs_comment_xhs_demo_c_053",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_053",
      "platform": "xiaohongshu",
      "keyword": "益生菌腹胀便秘",
      "batch": "P0",
      "text": "过敏原、糖醇、香精这些最好直接标出来。",
      "hypothesisTags": [
        "H1",
        "H3",
        "H4",
        "H6"
      ],
      "theme": "信任",
      "likeCount": 86,
      "replyCount": 7,
      "url": "https://example.com/xhs/demo/xhs_demo_014",
      "parentId": "xhs_demo_014",
      "commentId": "xhs_demo_c_053"
    }
  ],
  "opportunities": [
    {
      "opportunity": "反馈机会",
      "evidence": "吃了三天没明显变化，但一周后排便时间稳定了一点。",
      "action": "补充观察周期、适应期和售后解释，降低误解与退货。",
      "priority": "P0"
    },
    {
      "opportunity": "竞品机会",
      "evidence": "进口牌子贵但说明详细，国产牌子客服回复快。",
      "action": "提炼竞品漏洞，形成差异化卖点或替代理由。",
      "priority": "P0"
    },
    {
      "opportunity": "信任机会",
      "evidence": "过敏原、糖醇、香精这些最好直接标出来。",
      "action": "强化适用/不适用人群、风险边界和合规表达。",
      "priority": "P0"
    },
    {
      "opportunity": "场景机会",
      "evidence": "老人帮忙带娃时说明要简单，不然冲调水温总搞错。",
      "action": "围绕高触发场景设计内容专题、组合装或使用指南。",
      "priority": "P1"
    },
    {
      "opportunity": "价格机会",
      "evidence": "每天成本超过8块我会犹豫，除非证据很清楚。",
      "action": "设计试用装、月装和每天成本解释，降低首次购买压力。",
      "priority": "P1"
    }
  ],
  "contentRecommendations": [
    {
      "angle": "反馈",
      "title": "《用冻干益生菌多久观察一次？真实反馈怎么判断》",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_013",
      "purpose": "获客"
    },
    {
      "angle": "竞品",
      "title": "《冻干益生菌和常见替代方案怎么选？真实对比清单》",
      "source": "小红书 / 儿童益生菌怎么选 / P0 / xhs_demo_c_040",
      "purpose": "建信任"
    },
    {
      "angle": "信任",
      "title": "《冻干益生菌适合谁、不适合谁，一次说清楚》",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_053",
      "purpose": "转化"
    },
    {
      "angle": "场景",
      "title": "《什么时候才需要冻干益生菌？把场景讲清楚》",
      "source": "小红书 / 益生菌腹胀便秘 / P0 / xhs_demo_c_067",
      "purpose": "复购"
    },
    {
      "angle": "价格",
      "title": "《先买试用装还是月装？冻干益生菌新手这样选》",
      "source": "小红书 / 冻干益生菌测评 / P1 / xhs_demo_c_082",
      "purpose": "获客"
    }
  ],
  "risks": {
    "dataBoundary": "本报告使用课程合成样例，不能代表真实市场规模、真实互动分布或真实品牌口碑。",
    "noiseSource": "小红书 内容可能包含商业合作、测评号、重复评论、算法推荐和主观体验偏差。",
    "cannotConclude": "不能把用户原声直接写成未经验证的功效、医学、安全或全市场结论。",
    "nextValidation": "建议用竞品词、差评词和成交评价做交叉验证。"
  },
  "actions": [
    {
      "action": "补充观察周期、适应期和售后解释，降低误解与退货。",
      "owner": "产品经理",
      "deadline": "1 周",
      "metric": "有效评论数、转化线索数、负反馈下降"
    },
    {
      "action": "提炼竞品漏洞，形成差异化卖点或替代理由。",
      "owner": "内容运营",
      "deadline": "1 周",
      "metric": "有效评论数、转化线索数、负反馈下降"
    },
    {
      "action": "强化适用/不适用人群、风险边界和合规表达。",
      "owner": "电商/客服",
      "deadline": "2 周",
      "metric": "FAQ 点击率、客服重复问题下降"
    },
    {
      "action": "围绕高触发场景设计内容专题、组合装或使用指南。",
      "owner": "项目负责人",
      "deadline": "2 周",
      "metric": "场景内容互动率、搜索词覆盖数"
    }
  ],
  "audit": {
    "generatedAt": "2026-04-29T14:19:46.243Z",
    "commentCount": 105,
    "evidenceCardCount": 6,
    "warningCount": 0,
    "uncoveredHypothesisCount": 0,
    "emptyConclusion": false,
    "hasTraceableEvidence": true
  }
}