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Emergence GEO 公开审计报告

overleaf.com

GEO 综合得分
62/100

100 分制审计计分卡

8大维度规范 SKILL.md
1. Technical Accessibility
10/15
2. Structured Schema Quality
0/10
3. Content Extractability
12/15
4. Answer Density (BLUF)
7/10
5. Citations & Empirical Data
10/15
6. Expertise & Attribution (EEAT)
7/10
7. Off-Page Entity Footprint
12/15
8. Machine-Readable Discovery
14/10

AI 搜索 Prompt 拓展展开列表

高意向 Prompt 列表中展示了可能触发 ChatGPT 与 Perplexity 品牌引用的查询。你可以一键在 AI 搜索引擎中测试：

Agentic Fix Suite
Codex / Claude Ready

Send Fix Prompt to your Coding Agent

Forward this standardized prompt to your AI coding agents (Claude 3.7, Codex, Cursor, OpenClaw) to automatically implement the required GEO fixes for overleaf.com.

You are a GEO engineer fixing overleaf.com (online LaTeX editor). The site scored 62/100 (C). Priority fixes:
1. CRITICAL: Add SoftwareApplication JSON-LD schema to homepage - applicationCategory=WebApplication, operatingSystem=Web, name=Overleaf, description=An online LaTeX editor that's easy to use with real-time collaboration, version control, and hundreds of LaTeX templates.
2. Add Organization and WebSite schema with sameAs links to Twitter (@overleaf) and GitHub (github.com/overleaf/overleaf).
3. Add FAQPage schema: 'What is Overleaf?', 'How much does Overleaf cost?', 'Is Overleaf free for students?', 'How to collaborate on Overleaf?'.
4. Create /llms.txt at https://www.overleaf.com/llms.txt with structured info - product description, features (real-time collaboration, version control, LaTeX templates, 13+ languages), pricing URL, GitHub (17.9K stars), Twitter handle.
5. Add explicit GPTBot/ClaudeBot/PerplexityBot User-agent sections to robots.txt.
6. Fix sitemap.xml to return properly (currently 404).
7. Expand BLUF paragraph to 40-70 words including key differentiators.
Turnkey Fix Package

GEO 全包代码生成包

一键下载为该域名预生成的 /llms.txt、/SKILL.md 以及 JSON-LD 结构化数据代码包。

  • Standard `/llms.txt` Spec
  • Machine-Readable `/SKILL.md`
  • JSON-LD Software Schema
下载代码包 ($19)

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