Weekly GEO Report

这里会一起看品牌出现率、第一提及率、竞品、引用来源,以及 Qwen 联网检索到底抓了谁。

测试次数
51
品牌出现率
24.3%
第一提及率
24.3%
Qwen 检索触发率
100%
竞品提及
5

Qwen Top Domains

还没有抓到 Qwen 的来源域名。

Markdown Report

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# 多维教育 GEO Weekly Report

Generated at: 2026年5月28日 02:09

## Overall

- Total runs: 51
- Valid runs: 37
- Error runs: 14
- Brand mention rate: 24.3%
- First-mention rate: 24.3%
- Source assets: 1750

## Platform Summary

| Platform | Runs | Valid | Errors | Mention rate | First mention | Retrieval used | Avg score |
| --- | --- | --- | --- | --- | --- | --- | --- |
| qwen | 12 | 1 | 11 | 0% | 0% | 100% | 20 |
| doubao | 30 | 27 | 3 | 29.6% | 29.6% | 0% | 38 |
| deepseek | 9 | 9 | 0 | 11.1% | 11.1% | 0% | 29 |

## Qwen Retrieval

- Valid Qwen runs: 1
- Retrieval used rate: 100%
- Top source domains: No Qwen source domains captured yet.
- Top source sites: No Qwen source sites captured yet.

## No-Mention Queries

- doubao | 端州区初中晚辅怎么安排? | 2026年5月22日 09:53
- doubao | 肇庆初中培优怎么选? | 2026年5月22日 09:54
- doubao | 肇庆端州少儿编程哪家比较好? | 2026年5月22日 09:49
- doubao | 肇庆 AI 人工智能课程哪家比较好? | 2026年5月22日 07:30
- doubao | 城东公园少儿编程? | 2026年5月22日 07:31
- doubao | 肇庆孩子几岁开始学编程哪家比较好? | 2026年5月22日 07:32
- doubao | 肇庆初二提分怎么做比较稳? | 2026年5月22日 07:32
- doubao | 肇庆初三提分怎么做比较稳? | 2026年5月22日 07:34
- doubao | 肇庆初一提分怎么做比较稳? | 2026年5月22日 07:34
- doubao | 肇庆 C++ 培训哪家比较好? | 2026年5月22日 07:35
- deepseek | 肇庆 AI 人工智能课程哪家比较好? | 2026年5月22日 07:35
- deepseek | 城东公园少儿编程? | 2026年5月22日 07:35
- deepseek | 肇庆孩子几岁开始学编程哪家比较好? | 2026年5月22日 07:35
- deepseek | 肇庆初二提分怎么做比较稳? | 2026年5月22日 07:35
- deepseek | 肇庆初三提分怎么做比较稳? | 2026年5月22日 07:35
- deepseek | 肇庆初一提分怎么做比较稳? | 2026年5月22日 07:35
- deepseek | 肇庆 C++ 培训哪家比较好? | 2026年5月22日 07:35
- doubao | 肇庆端州少儿编程哪家比较好? | 2026年5月19日 19:48
- doubao | 肇庆端州少儿编程哪家比较好? | 2026年5月19日 19:48
- doubao | 肇庆端州少儿编程哪家比较好? | 2026年5月19日 19:48

## Competitors

肇庆市青少年宫 (1), 端州区青少年宫 (1), 肇庆端州区育来教育科技 (1), 肇庆市端州区华蔚课外教育 (1), 肇庆市端州区启智猩科技 (1)

## Cited Sources

No URLs extracted from answers yet.

## Source Assets

- By status: draft_ready 1318, published 364, blocked 63, reviewing 5
- By type: map 214, douyin 214, xiaohongshu 214, zhihu 214, baidu 214, toutiao 215, wechat 214, website 222, other 29

## Next Actions

- 把核心关键词按 Top1 目标管理:每个关键词至少配置官网问题页、一个第三方长文平台、一个本地可信信源。
- 优先发布高意图页面:端州少儿编程、AI 课程、C++、初中提分、六中晚辅、学习习惯、培优。
- 每周比较第一提及率、品牌出现率、竞品出现次数和检索来源域名,再按缺口反推发布计划。

JSON Data

{
  "generatedAt": "2026-05-27T18:09:16.036Z",
  "brand": "多维教育",
  "totalRuns": 51,
  "validRuns": 37,
  "errorRuns": 14,
  "overallBrandMentionRate": "24.3%",
  "top1MentionRate": "24.3%",
  "qwenSummary": {
    "validRuns": 1,
    "retrievalUsedRate": "100%",
    "sourceDomains": [],
    "sourceSites": []
  },
  "byPlatform": [
    {
      "platform": "qwen",
      "total": 12,
      "valid": 1,
      "errors": 11,
      "brandMentionRate": "0%",
      "top1MentionRate": "0%",
      "retrievalUsedRate": "100%",
      "avgScore": 20,
      "competitors": [
        {
          "name": "肇庆市青少年宫",
          "count": 1
        },
        {
          "name": "端州区青少年宫",
          "count": 1
        },
        {
          "name": "肇庆端州区育来教育科技",
          "count": 1
        },
        {
          "name": "肇庆市端州区华蔚课外教育",
          "count": 1
        },
        {
          "name": "肇庆市端州区启智猩科技",
          "count": 1
        }
      ],
      "sourceDomains": []
    },
    {
      "platform": "doubao",
      "total": 30,
      "valid": 27,
      "errors": 3,
      "brandMentionRate": "29.6%",
      "top1MentionRate": "29.6%",
      "retrievalUsedRate": "0%",
      "avgScore": 38,
      "competitors": [],
      "sourceDomains": []
    },
    {
      "platform": "deepseek",
      "total": 9,
      "valid": 9,
      "errors": 0,
      "brandMentionRate": "11.1%",
      "top1MentionRate": "11.1%",
      "retrievalUsedRate": "0%",
      "avgScore": 29,
      "competitors": [],
      "sourceDomains": []
    }
  ],
  "noMentionQueries": [
    {
      "platform": "doubao",
      "query": "端州区初中晚辅怎么安排?",
      "testedAt": "2026-05-22T01:53:48.355Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆初中培优怎么选?",
      "testedAt": "2026-05-22T01:54:20.691Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆端州少儿编程哪家比较好?",
      "testedAt": "2026-05-22T01:49:25.196Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆 AI 人工智能课程哪家比较好?",
      "testedAt": "2026-05-21T23:30:33.439Z"
    },
    {
      "platform": "doubao",
      "query": "城东公园少儿编程?",
      "testedAt": "2026-05-21T23:31:26.481Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆孩子几岁开始学编程哪家比较好?",
      "testedAt": "2026-05-21T23:32:03.662Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆初二提分怎么做比较稳?",
      "testedAt": "2026-05-21T23:32:56.097Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆初三提分怎么做比较稳?",
      "testedAt": "2026-05-21T23:34:01.413Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆初一提分怎么做比较稳?",
      "testedAt": "2026-05-21T23:34:49.782Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆 C++ 培训哪家比较好?",
      "testedAt": "2026-05-21T23:35:26.214Z"
    },
    {
      "platform": "deepseek",
      "query": "肇庆 AI 人工智能课程哪家比较好?",
      "testedAt": "2026-05-21T23:35:28.787Z"
    },
    {
      "platform": "deepseek",
      "query": "城东公园少儿编程?",
      "testedAt": "2026-05-21T23:35:32.779Z"
    },
    {
      "platform": "deepseek",
      "query": "肇庆孩子几岁开始学编程哪家比较好?",
      "testedAt": "2026-05-21T23:35:35.464Z"
    },
    {
      "platform": "deepseek",
      "query": "肇庆初二提分怎么做比较稳?",
      "testedAt": "2026-05-21T23:35:39.962Z"
    },
    {
      "platform": "deepseek",
      "query": "肇庆初三提分怎么做比较稳?",
      "testedAt": "2026-05-21T23:35:47.066Z"
    },
    {
      "platform": "deepseek",
      "query": "肇庆初一提分怎么做比较稳?",
      "testedAt": "2026-05-21T23:35:52.026Z"
    },
    {
      "platform": "deepseek",
      "query": "肇庆 C++ 培训哪家比较好?",
      "testedAt": "2026-05-21T23:35:55.209Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆端州少儿编程哪家比较好?",
      "testedAt": "2026-05-19T11:48:28.788Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆端州少儿编程哪家比较好?",
      "testedAt": "2026-05-19T11:48:28.021Z"
    },
    {
      "platform": "doubao",
      "query": "肇庆端州少儿编程哪家比较好?",
      "testedAt": "2026-05-19T11:48:16.504Z"
    }
  ],
  "competitors": [
    {
      "name": "肇庆市青少年宫",
      "count": 1
    },
    {
      "name": "端州区青少年宫",
      "count": 1
    },
    {
      "name": "肇庆端州区育来教育科技",
      "count": 1
    },
    {
      "name": "肇庆市端州区华蔚课外教育",
      "count": 1
    },
    {
      "name": "肇庆市端州区启智猩科技",
      "count": 1
    }
  ],
  "citedSources": [],
  "sourceSummary": {
    "total": 1750,
    "byStatus": {
      "draft_ready": 1318,
      "published": 364,
      "blocked": 63,
      "reviewing": 5
    },
    "byType": {
      "map": 214,
      "douyin": 214,
      "xiaohongshu": 214,
      "zhihu": 214,
      "baidu": 214,
      "toutiao": 215,
      "wechat": 214,
      "website": 222,
      "other": 29
    }
  },
  "recommendations": [
    "把核心关键词按 Top1 目标管理:每个关键词至少配置官网问题页、一个第三方长文平台、一个本地可信信源。",
    "优先发布高意图页面:端州少儿编程、AI 课程、C++、初中提分、六中晚辅、学习习惯、培优。",
    "每周比较第一提及率、品牌出现率、竞品出现次数和检索来源域名,再按缺口反推发布计划。"
  ]
}