meta描述: Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons.
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
198 字符
>50 字符
✅
图片alt属性
0/0
全部
❌ 图片缺alt
OpenGraph
有
应有
✅
### 📋 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。
<head>
<title>Kaggle: The World’s AI Proving Ground</title>
<meta charset="utf-8"/>
<meta content="index, follow" name="robots"/>
<meta content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons." name="description"/>
<meta content="width=device-width, initial-scale=1.0, maximum-scale=5.0, minimum-scale=1.0" name="viewport"/>
<meta content="#008ABC" name="theme-color"/>
<script nonce="pFlzvgZyEWvN9wjE7jH9Lw==" type="text/javascript">
window["pageRequestStartTime"] = 1783974603416;
window["pageRequestEndTime"] = 1783974603419;
window["initialPageLoadStartTime"] = new Date().getTime();
</script>
<script async="" defer="" id="gsi-cli
meta 标签
<meta charset="utf-8"/>
<meta content="index, follow" name="robots"/>
<meta content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons." name="description"/>
<meta content="width=device-width, initial-scale=1.0, maximum-scale=5.0, minimum-scale=1.0" name="viewport"/>
<meta content="#008ABC" name="theme-color"/>
<meta content="Kaggle: The World’s AI Proving Ground" property="og:title"/>
<meta content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons." property="og:description"/>
<meta content="https://www.kaggle.com/" property="og:url"/>
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">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Kaggle: The World’s AI Proving Ground",
"url": "https://kaggle.com",
"description": "Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons."
}
</script>
以上模板覆盖了 11 个中国 AI + 5 个国际 AI 爬虫。更多 SEO/GEO 优化建议可访问 GEO评估工具。
发现的问题:
❌ robots.txt文件不存在
llms.txt配置 (权重: 15%)
得分: 100.0 / 100 状态: ok
抓取结果:
llms_url: https://kaggle.com/llms.txt
status_code: 200
file_size: 2248
content_preview: # Kaggle
Kaggle is an online community for data scientists, machine learning practitioners, and AI developers. Users can find and publish datasets, build models in a web-based data science environmen…
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Kaggle: The World’s AI Proving Ground",
"description": "Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and fron",
"url": "https://kaggle.com"
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "Kaggle: The World’s AI Proving Ground",
"author": {"@type": "Person", "name": "Kaggle: The World’s AI Proving Ground编辑团队"},
"datePublished": "2026-07-14",
"description": "Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and fron"
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [{
"@type": "Question",
"name": "关于Kaggle: The World’s AI Proving Ground的常见问题",
"acceptedAnswer": {"@type": "Answer", "text": "这里填写针对该问题的详细回答"}
}]
}
</script>
meta_tags: {‘robots’: ‘index, follow’, ‘description’: ‘Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons.’, ‘viewport’: ‘width=device-width, initial-scale=1.0, maximum-scale=5.0, minimum-scale=1.0’, ‘theme-color’: ‘#008ABC’, ‘og:title’: ‘Kaggle: The World’s AI Proving Ground’, ‘og:description’: ‘Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons.’, ‘og:url’: ‘https://www.kaggle.com/’, ‘og:type’: ‘website’, ‘og:image’: ‘https://www.kaggle.com/static/images/logos/kaggle-logo-opengraph.png’, ‘twitter:image’: ‘https://www.kaggle.com/static/images/logos/kaggle-logo-opengraph-square.png’}
<title>Kaggle: The World’s AI Proving Ground</title>
建议标题格式：关键词 + 描述 + 品牌名，控制在30-60字符。
meta描述
得分: 5 / 10 ⚠️ 抓取结果: Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons.
<meta name="description" content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowds">
<meta property="wx:title" content="Kaggle: The World’s AI Proving Ground - 分享到微信显示">
<meta property="wx:description" content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and fron">
<meta property="wx:image" content="https://kaggle.com/share-thumbnail.jpg">
建议同时保留标准OG标签作为fallback：
<meta property="og:title" content="Kaggle: The World’s AI Proving Ground">
<meta property="og:description" content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and fron">
<meta property="og:image" content="https://kaggle.com/og-image.jpg">
<meta charset="utf-8"/>
<meta content="index, follow" name="robots"/>
<meta content="Discover what actually works in AI. Join millions of builders, researchers, and labs evaluating agents, models, and frontier technology through crowdsourced benchmarks, competitions, and hackathons." name="description"/>
<meta content="width=device-width, initial-scale=1.0, maximum-scale=5.0, minimum-scale=1.0" name="viewport"/>
<meta content="#008ABC" name="theme-color"/>
<meta content="Kaggle: The World’s AI Proving Ground" property="og:title"/>
<meta content="Discover what actually works in AI. Join million
标签
当前值（优化前）
优化后
SEO得分
title
Kaggle: The World’s AI Proving Ground
核心关键词 + 品牌名
30-60字符的精准描述
meta description
Discover what actually works in AI. Join millions of builder
检测显示 kaggle.com 当前 AEO（AI大模型可见性） 得分最低（27.1分）。常见改进：添加 JSON-LD 结构化数据标记、配置 llms.txt 文件、优化标题和 Meta 描述、为图片添加 Alt 属性。每项具体状态详见报告正文。低于 50 分建议进行系统性整改。
3. 什么是GEO？为什么需要关注AI大模型可见性？
GEO（生成引擎优化）是针对 AI 大模型（ChatGPT、Claude、DeepSeek、豆包、Kimi等）的内容优化策略。与 SEO 不同，GEO 关注网站内容能否被 AI 准确理解、引用和推荐。kaggle.com 的 GEO 维度得分为 27.25 分。随着 AI 搜索流量快速增长，GEO 优化直接影响品牌曝光和推荐流量。
kaggle.com改版后收录掉了，检测发现新版把llms.txt全删了，恢复后慢慢回升。
kaggle.com连title标签都没写规范，难怪搜索结果里显示得乱七八糟。