strategies-geo

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