www.xuexi.cn

核子GEO 综合评估报告 · 评级 D · 2026-07-15 02:10:09

📅 2026-07-15 02:10:09 📊 历史记录 🔬 对比同行

20.3

/ 100

综合评分

37.1

/ 100

AEO · AI引擎优化

10.05

/ 100

GEO · 生成式引擎优化

33.1

/ 100

SEO · 搜索引擎优化

5.0

/ 100

语义质量 · AI理解度

5.2

/ 100

权威度 · E-E-A-T

12.2

/ 100

语料库 · AI引用价值

🎯 关键发现

TL;DR

不想看长篇报告？这里有www.xuexi.cn的核心结论：

🚨 综合表现较弱，www.xuexi.cn 在AI大模型和搜索引擎中的可见性堪忧，急需整改
🚨 最严重问题：语义质量仅 5 分 — 增加内容深度和数据点、提升主题一致性、使用问答结构
🔥 6 个维度低于40分，建议立即修复：AEO、GEO、SEO、语义质量、权威度、语料库

👇 想知道具体哪里有问题？查看详细分析 · 查看行动清单

📖 六维度解读 — 你的网站表现如何？

每个维度的分数代表什么？对你的网站意味着什么？以下是通俗易懂的解读：

AEO 37/100

AI引擎可见性

网站在ChatGPT、DeepSeek、文心一言等AI大模型中能否被发现和引用

较弱，急需改进

配置robots.txt允许AI爬虫、创建llms.txt、完善JSON-LD结构化数据

GEO 10/100

生成式引擎优化

网站内容对AI爬虫的友好程度，含结构化数据、语义清晰度、可信度

较弱，急需改进

提升内容语义结构化、添加作者信息和备案号、增加社交证明

SEO 33/100

搜索引擎优化

网站在百度、Google等传统搜索引擎中的排名表现和技术合规性

较弱，急需改进

优化title/meta描述、完善图片alt、提升页面加载速度

语义质量 5/100

AI理解度

AI模型能否准确理解页面内容的语义价值，含内容深度、信息密度

较弱，急需改进

增加内容深度和数据点、提升主题一致性、使用问答结构

权威度 5/100

E-E-A-T

AI系统如何判定网站的专家性、权威性和可信度

较弱，急需改进

添加作者署名和资质标识、获取权威外链和百科收录

语料库 12/100

AI引用价值

网站被AI大模型视为高质量训练/引用语料的概率

较弱，急需改进

提升机器可读性、添加更多Schema标记、配置AI爬虫友好策略

🤔 不确定怎么改？查看下方行动清单，按优先级逐项修复 ↓

接下来，让我们看看 AI大模型能否访问你的网站 ↓

🌐 网站概览

这个网站是干嘛的？

页面标题: 学习强国

页面结构速览

指标	当前值	标准值	状态
H1标签	0 个	1 个	❌ H1数量不对
H2标签	0 个	>=2 个	❌ H2太少
meta描述	0 字符	>50 字符	❌ 缺少描述
图片alt属性	0/0	全部	❌ 图片缺alt
OpenGraph	无	应有	❌ 没有OG标签
### 📋 备案信息

❌ 缺少 ICP 备案号和公安备案号

在中国运营的网站，ICP 备案是法律强制要求。没有备案号不仅违法，
搜索引擎和 AI 也会将其视为信任信号缺失，影响权威性。

建议: 在页脚加上：

<a href="https://beian.miit.gov.cn/" target="_blank" rel="noopener">你的ICP备案号</a>
<a href="http://www.beian.gov.cn/" target="_blank" rel="noopener">你的公安备案号</a>

📝 网站真实代码（抓取自 https://www.xuexi.cn）

以下是从你网站 HTML 里提取的代码，供参考分析。

`<head>` 区域原始代码

&lt;head&gt;&lt;meta charset=&quot;utf-8&quot;/&gt;&lt;meta content=&quot;IE=edge,chrome=1&quot; http-equiv=&quot;X-UA-Compatible&quot;/&gt;&lt;meta content=&quot;pwGxrkznTF&quot; name=&quot;baidu-site-verification&quot;/&gt;&lt;meta content=&quot;webkit&quot; name=&quot;renderer&quot;/&gt;&lt;title&gt;学习强国&lt;/title&gt;&lt;link href=&quot;//bootcdn.xuexi.cn&quot; rel=&quot;dns-prefetch&quot;/&gt;&lt;style&gt;body { min-width: 1200px }&lt;/style&gt;&lt;meta content=&quot;default-src &#x27;self&#x27; https://account-rec-platform.oss-cn-north-2-gov-1.aliyuncs.com https://ai-assistant-handbook.oss-cn-north-2-gov-1.aliyuncs.com https://app-audit-logstore.oss-cn-north-2-gov-1.aliyuncs.com https://app-audit-pub.oss-cn-north-2-gov-1.aliyuncs.com https://baxia-blink.oss-cn-north-2-gov-1.aliyuncs.com https://campaign-people-prod.oss-cn-north-2-gov-1.aliyuncs.com https://cri-6prswb9c664ur7nq-registry.oss-cn-north-2-gov-1.aliyuncs.com https://data-query-sensitive-l

meta 标签

&lt;meta charset=&quot;utf-8&quot;/&gt;
&lt;meta content=&quot;IE=edge,chrome=1&quot; http-equiv=&quot;X-UA-Compatible&quot;/&gt;
&lt;meta content=&quot;pwGxrkznTF&quot; name=&quot;baidu-site-verification&quot;/&gt;
&lt;meta content=&quot;webkit&quot; name=&quot;renderer&quot;/&gt;
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https://xxqg-studymp-static.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-studymp-static-online.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-ugc-l2-prod-img.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-ugc-l3-prod-img.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-ugc-l3-pub-img.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-video.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-video-transcode.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-y-jsapi-assets.oss-cn-north-2-gov-1.aliyuncs.com;
script-src &#x27;self&#x27; &#x27;unsafe-inline&#x27; &#x27;unsafe-eval&#x27; &#x27;report-sample&#x27; https://*.xuexi.cn https://webapi.amap.com https://restapi.amap.com https://vdata.amap.com https://g.alicdn.com https://long-term-cache.xuexi.cn https://retcode.alicdn.com https://xxqg-gonggao.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-gongggao-deploy.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-pc-local-1.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-pc-local-2.oss-cn-north-2-gov-1.aliyuncs.com https://xxqg-l3-prod-static.oss-cn-north-2-gov-1.aliyuncs.com https://g.alicdn.com;
style-src &#x27;self&#x27; blob: &#x27;unsafe-inline&#x27; &#x27;unsafe-eval&#x27; https://*.xuexi.cn https://g.alicdn.com;
object-src &#x27;self&#x27; https://*.xuexi.cn;
base-uri &#x27;self&#x27;;
connect-src &#x27;self&#x27; * data: blob:;
frame-src &#x27;self&#x27; https://*.xuexi.cn;
font-src &#x27;self&#x27; data: https://*.xuexi.cn https://at.alicdn.com;
img-src &#x27;self&#x27; * data: blob:;
media-src &#x27;self&#x27; * data: blob:;
manifest-src &#x27;self&#x27;;
worker-src blob:;&quot; http-equiv=&quot;Content-Security-Policy&quot;/&gt;

JSON-LD 结构化数据

❌ 缺少 JSON-LD 结构化数据！ AI引擎无法理解页面内容结构。

建议至少添加一个 Organization 类型，代码如下：

<script type="application/ld+json">
{
  &quot;@context&quot;: &quot;https://schema.org&quot;,
  &quot;@type&quot;: &quot;Organization&quot;,
  &quot;name&quot;: &quot;学习强国&quot;,
  &quot;url&quot;: &quot;https://www.xuexi.cn&quot;,
  &quot;description&quot;: &quot;品牌描述&quot;
}
</script>

H1 主标题

❌ 缺少 H1 标签！ 搜索引擎和AI都无法确定页面的核心主题。

加上这个：

<h1>学习强国</h1>

H2 章节标题

❌ 缺少 H2 标签！ 内容结构需要优化，建议添加章节标题。

`<body>` 区域开头

&lt;html&gt;&lt;body&gt;&lt;div id=&quot;root&quot;&gt;&lt;/div&gt;&lt;/body&gt;&lt;/html&gt;

下面是每个维度的 详细检查项和具体得分，往下看找问题 ↓

📊 综合评分概览

评估维度	权重	得分	评级	星级	锐评
AEO (AI引擎优化)	25%	37.1	D+	★★★☆☆☆☆☆☆☆	需要重点改进，建议全面优化。…
GEO (生成式引擎优化)	25%	10.1	D	★☆☆☆☆☆☆☆☆☆	基础薄弱，需要系统整改。…
SEO (搜索引擎优化)	20%	33.1	D+	★★★☆☆☆☆☆☆☆	需要重点改进，建议全面优化。…
语义质量 (AI理解度)	15%	5.0	D	☆☆☆☆☆☆☆☆☆☆	基础薄弱，需要系统整改。…
权威度 (E-E-A-T)	10%	5.2	D	☆☆☆☆☆☆☆☆☆☆	基础薄弱，需要系统整改。…
语料库 (AI引用价值)	5%	12.2	D	★☆☆☆☆☆☆☆☆☆	基础薄弱，需要系统整改。…

🎯 综合总评

总分: 20.3 / 100
评级: D (需要全面改造)
星级: ★★☆☆☆☆☆☆☆☆
评分公式: AEO×25% + GEO×25% + SEO×20% + 语义质量×15% + 权威度×10% + 语料库×5%

需要重点改进，建议全面优化。

⚠️ 严重问题警告

该网站的 GEO/SEO 优化存在严重问题，建议立即整改。

⚠️ GEO (生成式引擎优化): 内容结构存在严重缺陷。缺少 H1、meta、OG 标签等基础配置，AI 爬虫抓取后难以理解页面内容。

⚠️ SEO (搜索引擎优化): 搜索引擎难以有效收录。标题、链接、图片 alt 等基础元素需要优化，影响搜索可见度。

📋 结论: 建议立即进行全面的 GEO/SEO 优化整改，以提升搜索可见度。

AEO分析完了，你的 生成式引擎优化(GEO) 表现如何？继续看 ↓

🔍 AEO评估结果 (AI引擎优化)

AEO (Answer Engine Optimization) 评估你的网站在 ChatGPT、Claude、Perplexity 等 AI 引擎中的可见性和可引用性。

AI爬虫访问 (权重: 20%)

得分: 100.0 / 100
状态: ok

抓取结果:

robots_url: https://www.xuexi.cn/robots.txt
content: User-Agent: *
Allow: /72ac54163d26d6677a80b8e21a776cfa/9a3668c13f6e303932b5e0e100fc248b.html
Allow: /a251c490b44555c8493816ebf219f64e/2535d56a07560271cd54d3b4abe0dea6.html
Allow: /fb0dd2e00a2e629d5a9a…
results: [{‘crawler’: ‘百度文心一言’, ‘description’: ‘百度搜索 + 文心大模型’, ‘agent’: ‘Baiduspider’, ‘allowed’: True}, {‘crawler’: ‘字节豆包’, ‘description’: ‘字节跳动/抖音/豆包AI’, ‘agent’: ‘Bytespider’, ‘allowed’: True}, {‘crawler’: ‘360AI’, ‘description’: ‘360搜索 + 360智脑’, ‘agent’: ‘360Spider’, ‘allowed’: True}, {‘crawler’: ‘搜狗’, ‘description’: ‘搜狗搜索 + 搜狗AI’, ‘agent’: ‘Sogou web spider’, ‘allowed’: True}, {‘crawler’: ‘神马’, ‘description’: ‘UC/神马搜索’, ‘agent’: ‘YisouSpider’, ‘allowed’: True}, {‘crawler’: ‘Kimi’, ‘description’: ‘月之暗面 Kimi’, ‘agent’: ‘KimiBot’, ‘allowed’: True}, {‘crawler’: ‘DeepSeek’, ‘description’: ‘深度求索 DeepSeek’, ‘agent’: ‘DeepSeekBot’, ‘allowed’: True}, {‘crawler’: ‘阿里通义千问’, ‘description’: ‘阿里巴巴通义千问’, ‘agent’: ‘TongyiBot’, ‘allowed’: True}, {‘crawler’: ‘腾讯混元’, ‘description’: ‘腾讯混元大模型’, ‘agent’: ‘TencentPR’, ‘allowed’: True}, {‘crawler’: ‘智谱ChatGLM’, ‘description’: ‘智谱AI ChatGLM’, ‘agent’: ‘ChatGLMBot’, ‘allowed’: True}, {‘crawler’: ‘讯飞星火’, ‘description’: ‘科大讯飞星火大模型’, ‘agent’: ‘iFlytekBot’, ‘allowed’: True}, {‘crawler’: ‘OpenAI’, ‘description’: ‘OpenAI GPT 系列’, ‘agent’: ‘GPTBot’, ‘allowed’: True}, {‘crawler’: ‘Anthropic’, ‘description’: ‘Anthropic Claude’, ‘agent’: ‘ClaudeBot’, ‘allowed’: True}, {‘crawler’: ‘Perplexity’, ‘description’: ‘Perplexity AI’, ‘agent’: ‘PerplexityBot’, ‘allowed’: True}, {‘crawler’: ‘Google AI’, ‘description’: ‘Google AI 扩展’, ‘agent’: ‘Google-Extended’, ‘allowed’: True}, {‘crawler’: ‘Common Crawl’, ‘description’: ‘Common Crawl 语料库’, ‘agent’: ‘CCBot’, ‘allowed’: True}]

评分原理: 百度文心一言（Baiduspider）、字节豆包（Bytespider）、Kimi（KimiBot）、DeepSeek等AI引擎使用专用爬虫抓取网页内容。通过robots.txt明确允许这些爬虫访问，您的知识才能被国内主流AI引用。

得分公式: 得分 = (允许的AI爬虫数量 / 总AI爬虫数量) × 100

整改方案:

被禁止的AI爬虫，在robots.txt中添加：

User-agent: Baiduspider
Allow: /

User-agent: Bytespider
Allow: /

User-agent: KimiBot
Allow: /

本检测由 GEO评估工具提供，检测了 16 个国内外主流 AI 爬虫的访问权限。

详细检查结果:

爬虫名称	代理标识	是否允许
百度文心一言	Baiduspider	✅
字节豆包	Bytespider	✅
360AI	360Spider	✅
搜狗	Sogou web spider	✅
神马	YisouSpider	✅
Kimi	KimiBot	✅
DeepSeek	DeepSeekBot	✅
阿里通义千问	TongyiBot	✅
腾讯混元	TencentPR	✅
智谱ChatGLM	ChatGLMBot	✅
讯飞星火	iFlytekBot	✅
OpenAI	GPTBot	✅
Anthropic	ClaudeBot	✅
Perplexity	PerplexityBot	✅
Google AI	Google-Extended	✅
Common Crawl	CCBot	✅

llms.txt配置 (权重: 15%)

得分: 60.0 / 100
状态: partial

抓取结果:

llms_url: https://www.xuexi.cn/llms.txt
status_code: 200
file_size: 4841
content_preview: <!DOCTYPE html>

学习强国

www.xuexi.cn

🎯 关键发现

📖 六维度解读 — 你的网站表现如何？

🌐 网站概览

这个网站是干嘛的？

页面结构速览

📝 网站真实代码（抓取自 https://www.xuexi.cn）

<head> 区域原始代码

meta 标签

JSON-LD 结构化数据

H1 主标题

H2 章节标题

<body> 区域开头

📊 综合评分概览

🎯 综合总评

⚠️ 严重问题警告

🔍 AEO评估结果 (AI引擎优化)

AI爬虫访问 (权重: 20%)

llms.txt配置 (权重: 15%)

`<head>` 区域原始代码

`<body>` 区域开头