菜单
SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search (Google, Bing). Use when user wants to improve search visibility.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/theexperiencecompany/gaia --skill seo-geo命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
| name | seo-geo |
| description | SEO & GEO (Generative Engine Optimization) for websites. Analyze keywords, generate schema markup, optimize for AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude) and traditional search (Google, Bing). Use when user wants to improve search visibility. |
| triggers | ["SEO","GEO","search optimization","schema markup","JSON-LD","meta tags","keyword research","search ranking","AI visibility","ChatGPT ranking","Perplexity","Google AI Overview","indexing"] |
Comprehensive SEO and GEO (Generative Engine Optimization) for websites. Optimize for both traditional search engines (Google, Bing) and AI search engines (ChatGPT, Perplexity, Gemini, Copilot, Claude).
GEO = Generative Engine Optimization - Optimizing content to be cited by AI search engines.
Key Insight: AI search engines don't rank pages - they cite sources. Being cited is the new "ranking #1".
Get the target URL and analyze current SEO/GEO status.
Basic SEO Audit (Free):
python3 scripts/seo_audit.py "https://example.com"
Use this for: Quick technical SEO check (title, meta, H1, robots, sitemap, load time). No API needed.
Check Meta Tags:
curl -sL "https://example.com" | grep -E "<title>|<meta name=\"description\"|<meta property=\"og:|application/ld\+json" | head -20
Use this for: Quick check of essential meta tags and schema markup on any webpage.
Check robots.txt:
curl -s "https://example.com/robots.txt"
Use this for: Verify which bots are allowed/blocked. Critical for ensuring AI search engines can crawl your site.
Check sitemap:
curl -s "https://example.com/sitemap.xml" | head -50
Use this for: Verify sitemap structure and ensure all important pages are included for search engine discovery.
Verify AI Bot Access:
# These bots should be allowed in robots.txt:
- Googlebot (Google)
- Bingbot (Bing/Copilot)
- PerplexityBot (Perplexity)
- ChatGPT-User (ChatGPT with browsing)
- ClaudeBot / anthropic-ai (Claude)
- GPTBot (OpenAI)
Use WebSearch to research target keywords:
WebSearch: "{keyword} keyword difficulty site:ahrefs.com OR site:semrush.com"
WebSearch: "{keyword} search volume 2026"
WebSearch: "site:{competitor.com} {keyword}"
Analyze:
Apply the 9 Princeton GEO Methods (see references/geo-research.md):
| Method | Visibility Boost | How to Apply |
|---|---|---|
| Cite Sources | +40% | Add authoritative citations and references |
| Statistics Addition | +37% | Include specific numbers and data points |
| Quotation Addition | +30% | Add expert quotes with attribution |
| Authoritative Tone | +25% | Use confident, expert language |
| Easy-to-understand | +20% | Simplify complex concepts |
| Technical Terms | +18% | Include domain-specific terminology |
| Unique Words | +15% | Increase vocabulary diversity |
| Fluency Optimization | +15-30% | Improve readability and flow |
| -10% | AVOID - hurts visibility |
Best Combination: Fluency + Statistics = Maximum boost
Generate FAQPage Schema (+40% AI visibility):
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is [topic]?",
"acceptedAnswer": {
"@type": "Answer",
"text": "According to [source], [answer with statistics]."
}
}
]
}
Optimize Content Structure:
Meta Tags Template:
<title>{Primary Keyword} - {Brand} | {Secondary Keyword}</title>
<meta
name="description"
content="{Compelling description with keyword, 150-160 chars}"
/>
<meta name="keywords" content="{keyword1}, {keyword2}, {keyword3}" />
<!-- Open Graph -->
<meta property="og:title" content="{Title}" />
<meta property="og:description" content="{Description}" />
<meta property="og:image" content="{Image URL 1200x630}" />
<meta property="og:url" content="{Canonical URL}" />
<meta property="og:type" content="website" />
<!-- Twitter Cards -->
<meta name="twitter:card" content="summary_large_image" />
<meta name="twitter:title" content="{Title}" />
<meta name="twitter:description" content="{Description}" />
<meta name="twitter:image" content="{Image URL}" />
JSON-LD Schema (see references/schema-templates.md):
Check Content:
rel="noopener noreferrer"Schema Validation:
# Open Google Rich Results Test
open "https://search.google.com/test/rich-results?url={encoded_url}"
# Open Schema.org Validator
open "https://validator.schema.org/?url={encoded_url}"
Check Indexing Status:
# Google (use Search Console API or manual check)
open "https://www.google.com/search?q=site:{domain}"
# Bing
open "https://www.bing.com/search?q=site:{domain}"
Generate Report:
## SEO/GEO Optimization Report
### Current Status
- Meta Tags: ✅/❌
- Schema Markup: ✅/❌
- AI Bot Access: ✅/❌
- Mobile Friendly: ✅/❌
- Page Speed: X seconds
### Recommendations
1. [Priority 1 action]
2. [Priority 2 action]
3. [Priority 3 action]
### GEO Optimizations Applied
- [ ] FAQPage schema added
- [ ] Statistics included
- [ ] Citations added
- [ ] Answer-first structure
See references/platform-algorithms.md for detailed ranking factors.
This skill works best with: