SEO AEO GEO
技能 已验证 活跃Optimize content and site structure for AI-driven search experiences including AI overviews, large language model citations, generative answer engines, and AI assistants. Use this skill whenever the user wants to optimize for AI search, get cited by language models, appear in AI overviews, build llms.txt, structure content for AI extraction, or future-proof their SEO for the shift from blue links to AI answers. Triggers on AEO, GEO, AI search, AI SEO, AI overview, generative search, LLM optimization, llms.txt, AI citation, ChatGPT search, Perplexity, Gemini, Claude search, AI assistant optimization, answer engine. Also triggers when the user expresses concern about AI eating their organic traffic or wants to understand how to remain visible as search shifts.
Optimize content and site structure for AI-driven search experiences, ensuring visibility in AI overviews, citations by LLMs, and future-proofing SEO.
功能
- Optimizes content for AI overviews and generative answer engines
- Provides guidance on building llms.txt
- Structures content for AI extraction and citation
- Future-proofs SEO for the shift to AI answers
- Audits existing content for AI-friendliness
使用场景
- Optimize content for AI overviews
- Get cited by language models
- Build or update llms.txt
- Structure content for AI extraction
- Future-proof SEO for AI search
- Understand how to remain visible as search shifts to AI
非目标
- Traditional on-page or technical SEO (use other skills)
- Keyword research (use other skills)
- Off-page authority and link building (use other skills)
工作流
- Audit current site against the 5-layer framework
- Identify priority AI citation queries
- Test current AI visibility for these queries
- Identify gaps and areas for improvement
- Develop a layer-by-layer content and structure remediation plan
- Implement changes and re-test AI visibility quarterly
实践
- Content strategy
- SEO
- Information architecture
先决条件
- Access to inspect rendered HTML and structured data
- The site or page to optimize
- The topic area or query types AI should cite the site for
安装
npx skills add rampstackco/claude-skills通过 npx 运行 Vercel skills CLI(skills.sh)— 需要本地安装 Node.js,以及至少一个兼容 skills 的智能体(Claude Code、Cursor、Codex 等)。前提是仓库遵循 agentskills.io 格式。
质量评分
已验证类似扩展
Geo Optimizer
100Generative Engine Optimization (GEO) — make content rank in AI search answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Audits existing content, rewrites for AI citation, and produces per-engine strategy. Use when asked to "optimize for AI search", "rank in ChatGPT", "GEO audit", "improve AI citations", "rank in Perplexity", "AI Overview optimization", "AI Overview ranking", "LLM SEO", "answer engine optimization", "AEO", "get cited by AI", "GEO", "generative engine optimization", "show up in ChatGPT", "appear in AI answers", "be cited by Perplexity", "SGE optimization", "Search Generative Experience", or "make my content show up in AI answers". Distinct from regular SEO — this targets generative engines, not traditional Google rankings.
Ai Seo
100Optimize content to get cited by AI search engines — ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot. Use when you want your content to appear in AI-generated answers, not just ranked in blue links. Triggers: 'optimize for AI search', 'get cited by ChatGPT', 'AI Overviews', 'Perplexity citations', 'AI SEO', 'generative search', 'LLM visibility', 'GEO' (generative engine optimization). NOT for traditional SEO ranking (use seo-audit). NOT for content creation (use content-production).
Serp Analysis
100Analyze SERPs: ranking factors, features, intent patterns, AI overviews, featured snippets. SERP分析/搜索结果
On Page SEO
99Run a comprehensive on-page SEO audit or optimization pass covering title tags, meta descriptions, header structure, content quality, internal links, image optimization, URL hygiene, and on-page schema. Use this skill whenever the user asks to optimize a page, audit on-page SEO, fix titles or meta tags, review header structure, check internal linking, improve a single URL's search performance, or write SEO-friendly copy. Triggers on on-page SEO, page audit, title tag, meta description, H1, header structure, internal links, image alt, URL slug, page optimization, optimize this page, SEO this page. Also triggers for any single-page review where ranking, click-through, or relevance signal quality is the goal, even if the user does not say 'SEO' explicitly.
Trader Regime
100Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy
Trading Memory
100AI交易记忆的领域知识 — 结果加权记忆 (OWM) 架构、5种记忆类型、回忆评分和行为分析。用于记录交易、回忆相似的上下文、分析性能或检查行为漂移。在 "record trade"、"remember trade"、"recall"、"similar trades"、"performance"、"behavioral"、"disposition"、"affective state"、"confidence" 时触发。