xiaohongshu
xiaohongshu
aio-geo-optimizer
Optimize blog articles for AI Overview (AIO) and Generative Engine Optimization (GEO). MANDATORY TRIGGERS: AIO, GEO, AI Overview, generative engine, AI search optimization, LLM citation, AI-ready content, snippet optimization Use when preparing content for AI-powered search engines and LLM citati...
Full skill instructions
Transform blog articles into AI-ready content optimized for AI Overviews and generative engine citations.
Evaluate the input article for:
Apply these transformations:
Insert explicit Q&A sections for common questions:
## Frequently Asked Questions
### [Question matching user intent]
[Direct answer in 1-2 sentences. Expand with supporting detail if needed.]
For key facts, create concise answers (<300 characters) that can be extracted standalone:
**What is [topic]?** [Topic] is [concise definition that works as a standalone snippet].
Generate JSON-LD schema recommendations based on content type:
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "[Article Title]",
"author": {
"@type": "Person",
"name": "[Author Name]",
"url": "[Author Profile URL]",
"jobTitle": "[Credentials/Title]"
},
"datePublished": "[ISO Date]",
"dateModified": "[ISO Date]",
"publisher": {
"@type": "Organization",
"name": "[Company Name]",
"logo": { "@type": "ImageObject", "url": "[Logo URL]" }
}
}
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "[Question text]",
"acceptedAnswer": {
"@type": "Answer",
"text": "[Answer text]"
}
}
]
}
Include when article contains step-by-step instructions.
Include when discussing specific products with features/pricing.
Add or strengthen these elements:
[Source Name](URL))Deliver two outputs:
The restructured article with all transformations applied.
## AIO/GEO Implementation Checklist
### Content Structure
- [ ] Single H1 with primary keyword
- [ ] Logical H2/H3 hierarchy
- [ ] Short paragraphs (2-3 sentences)
- [ ] FAQ section added
- [ ] Snippet-friendly definitions included
### Schema Markup
- [ ] Article schema (required)
- [ ] FAQ schema (if applicable)
- [ ] HowTo schema (if applicable)
- [ ] Author/Organization schema
### E-E-A-T Signals
- [ ] Author bio with credentials
- [ ] Last updated date visible
- [ ] Citations to authoritative sources
- [ ] Original insights/data included
### Technical (For Dev Team)
- [ ] Implement JSON-LD in page head
- [ ] Verify schema with Google Rich Results Test
- [ ] Ensure AI crawler access (check robots.txt)
- [ ] Consider llms.txt file for AI bot guidance
- [ ] Page load time < 3 seconds
| Element | AIO Priority | GEO Priority |
|---|---|---|
| Heading hierarchy | High | Medium |
| Q&A blocks | High | High |
| Schema markup | High | High |
| Snippet answers | Medium | High (<300 char) |
| Author authority | High | Medium |
| External citations | Medium | High |
| Brand signals | Medium | High |
| Update frequency | Quarterly | Quarterly |
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