| name | strategies-geo |
| description | When the user wants to optimize for AI search visibility (ChatGPT, Claude, Perplexity). Also use when the user mentions "GEO," "AEO," "generative engine optimization," "AI search visibility," "LLM optimization," "parasite SEO," or "Grokipedia." |
| metadata | {"version":"1.0.0"} |
Strategies: GEO (Generative Engine Optimization)
Guides GEO/AEO strategy for AI search visibility. GEO optimizes content for ChatGPT, Claude, Perplexity, and Google AI Mode--getting cited in AI-generated answers rather than ranking in traditional SERPs.
When invoking: On first use, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output.
Scope
- GEO = Generative Engine Optimization
- AEO = Answer Engine Optimization
- LLMO = Large Language Model Optimization
- AIO = Artificial Intelligence Optimization
All refer to the same goal: visibility in AI assistant responses.
GEO vs. SEO
| Dimension | SEO | GEO |
|---|
| Goal | Rankings in search results | Citations in AI answers |
| User path | Click ? visit ? convert | Answer in-place; may not visit |
| Content | Full page optimization | Clear, citable paragraphs |
| Metrics | Clicks, traffic | Citations, brand mentions |
| Platforms | Google, Bing | ChatGPT, Claude, Perplexity |
Both matter: Create content that ranks and gets cited.
How GEO Works
- RAG (Retrieval-Augmented Generation): AI tools search first, then generate answers. Optimize for search result performance to influence AI responses.
- Search APIs: Bing, Brave, etc. feed AI tools. SEO fundamentals still apply.
- Core model training: Long, costly; not practical for most strategies. Focus on RAG.
Content Best Practices
| Practice | Purpose |
|---|
| Direct-answer format | Answer specific questions in clear paragraphs |
| Entity signals | Clear brand, product, author identity |
| Citable paragraphs | Each block understandable on its own |
| Distribution | Website, YouTube, forums, Reddit--thoughtful comments can outrank blog posts |
Parasite SEO & High-Authority Platforms
Parasite SEO = Placing content on high-authority platforms to leverage their domain strength for rankings and AI citation. Part of "Distributed Authority Engineering."
| Platform type | Examples | GEO relevance |
|---|
| Wiki / structured knowledge | Wikipedia, Grokipedia, Wikihow | Very high AI citation; long-term authority |
| Community | Reddit, Quora | High; conversational, experience-based |
| Publishing | Medium, LinkedIn, Substack | High; thought leadership |
| Technical | GitHub, Stack Overflow | Very high; expertise signals |
Grokipedia: xAI's AI encyclopedia; ChatGPT, Perplexity, Copilot cite it. See platforms-grokipedia for adding recommendations or links. Contribute genuinely useful content; avoid manipulative placement (Google Site Reputation Abuse policy).
Tools
- Profound, Amplift, Daydream for GEO tracking and optimization
Key Insight
ChatGPT traffic converts ~6x higher than Google search. AI tool users often have clearer intent.
Output Format
- Content structure for AI citation
- Entity optimization
- Distribution strategy
- Measurement approach
Related Skills
- platforms-grokipedia: Add recommendations/links to Grokipedia; parasite SEO + GEO
- platforms-reddit: High-authority community for GEO
- channels-directories: Directory and curated list submission for backlinks and discovery; complements GEO (different placement: human discovery vs AI citation)
- seo-on-page-title, seo-on-page-description, seo-on-page-metadata: Foundation for discoverability
- analytics-ai-traffic: Track AI traffic in GA4
- channels-affiliate: GEO complements other growth channels
- strategies-integrated-marketing: GEO as channel in IMC/PESO framework
- pages-article: TL;DR, Key Takeaways, QAE pattern for article-level GEO
