{"enrichment":{"faq":[{"a":"Generative-engine-optimization focuses on making your content discoverable and citable by AI systems. Structure your content with clear topic headers, concise paragraphs (2\u20133 sentences), and direct answers to common questions. Use natural language that matches how people ask questions in conversational search. Include factual claims with supporting data, and ensure your site loads quickly and is mobile-friendly. AI systems prioritize authoritative, well-organized sources when generating summaries.","q":"How do I optimize content to get cited in AI Overviews and Copilot?"},{"a":"Generative-engine-optimization (GEO) and SEO both improve visibility, but target different systems. Traditional SEO optimizes for ranking in search result lists; GEO optimizes for citation within AI-generated answers and summaries. GEO emphasizes clarity, factual density, and structured data that LLMs can parse and reference. SEO focuses on backlinks and keyword density for ranking algorithms. Both matter: strong SEO builds authority that helps GEO, while GEO ensures your content actually appears in AI responses.","q":"What's the difference between GEO and traditional SEO strategy?"},{"a":"Generative-engine-optimization works across multiple AI platforms by optimizing for RAG (retrieval-augmented generation) systems. These platforms pull content from indexed sources when generating answers. To improve visibility: use descriptive headings, write in question-answer format, include definitions and examples, and mark up data with schema.org structured data. Keep paragraphs scannable and fact-dense. Publish on platforms with high domain authority, since AI systems weight source credibility when selecting citations.","q":"How can generative-engine-optimization improve my visibility in ChatGPT, Perplexity, and Claude?"},{"a":"Generative-engine-optimization relies on structured data to help AI crawlers understand and extract your content accurately. Use schema.org markup for articles, FAQs, how-tos, and product information. Structured data signals context and relationships that plain text alone cannot convey, making your content easier for LLMs to parse and cite. This increases the likelihood your content appears in AI-generated summaries and answers across ChatGPT, Google AI Overviews, and similar systems.","q":"What role does structured data play in GEO and AI search visibility?"},{"a":"Generative-engine-optimization ensures your content ranks high in RAG retrieval systems that feed AI assistants. Write authoritative, well-sourced content that directly answers user questions. Use clear formatting, bullet points, and concise explanations. Build backlinks and domain authority to signal trustworthiness. AI systems prioritize sources that are both relevant and credible when generating responses, so combining strong SEO fundamentals with GEO-specific clarity techniques maximizes your chances of citation.","q":"How does generative-engine-optimization help content get featured in AI assistant responses?"},{"a":"Generative-engine-optimization favors content structured for both human readers and AI systems. Start with a clear headline that states your main topic. Use descriptive subheadings to break content into scannable sections. Write short, direct paragraphs with one idea each. Include definitions, examples, and data points that LLMs can extract and cite. Add schema.org markup for context. Avoid jargon and ambiguity. This structure improves both traditional search visibility and AI citation likelihood across platforms.","q":"What content structure works best for AI crawler discovery and LLM optimization?"}],"shadow_tags":["ai-search-engines","llm-visibility","answer-optimization","rag-strategy","ai-crawler-management","citation-focused-seo","generative-ai-platforms","zero-click-answers","content-distribution-ai"],"summary_rewrite":"This skill helps AI agents craft content strategies that rank prominently in generative search engines and AI-powered answer systems. It combines SEO fundamentals with techniques specifically designed for visibility in large language model outputs and AI summaries. Use it to ensure your content gets cited and featured when AI systems generate responses."},"files":[{"bytes":11665,"path":"skills/strategies/commercial/geo/SKILL.md","sha256":"2ec798a15761f7125ce5b057f385b580b667b945900f1a5b22271433f593cf3f","url":"https://skillfed.io/files/kostja94/marketing-skills/geo/8ff09412/SKILL.md"}],"id":"kostja94/marketing-skills/geo","links":{"html":"https://skillfed.io/kostja94/marketing-skills/geo","md":"https://skillfed.io/kostja94/marketing-skills/geo.md","repo":"https://github.com/kostja94/marketing-skills"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":109,"language":null,"last_updated":"2026-06-09","license":"MIT","name":"generative-engine-optimization","publisher":"kostja94","stars":762},"relations":{"similar":[{"id":"kostja94/marketing-skills/serp-features"},{"id":"AgriciDaniel/claude-seo/seo-geo"},{"id":"AgriciDaniel/codex-seo/seo-geo"},{"id":"tech-leads-club/agent-skills/tlc-generative-engine-optimization"},{"id":"zubair-trabzada/geo-seo-claude/geo-report"},{"id":"manojbajaj95/claude-gtm-plugin/seo-and-aeo-strategy"},{"id":"AgriciDaniel/claude-blog/blog-geo"},{"id":"b1rdmania/ghostclaw/ai-seo"},{"id":"dirnbauer/webconsulting-skills/ai-seo"},{"id":"Cesarjoquin/Marketing-Skills/ai-seo"}]},"slug":{"owner":"kostja94","repo":"marketing-skills","skill":"geo"},"version":"8ff09412"}