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calm-north/optimize-for-ai

AI検索エンジン向けにコンテンツを最適化 — ChatGPT、Perplexity、Claude、Gemini、Google AI Overviewsに対応。AI SEO、AISO、AIによる引用、AI回答への表示、回答エンジン最適化(AEO、GEO、LLMO)、AI Overviews、ゼロクリック検索、ChatGPT/Perplexity結果への表示方法についての質問がある場合に使用します。従来のSEOについては diagnose-seo を参照してください。

optimize-for-ai とは?

このスキルは、ChatGPT、Perplexity、Claude、Gemini、Google AI Overviewsといった主要なAI検索エンジンやチャットボットでコンテンツが引用され、回答に表示されるよう最適化するためのものです。AI検索は従来の検索とは異なり、LLMがユーザーのクエリに直接回答する仕組みであるため、当該スキルはAISO(AI検索エンジン最適化)やAEO(回答エンジン最適化)の手法に基づき、コンテンツの構造化、引用されやすい記述、事実性の担保、権威性の強化を支援します。ユーザーが「AI SEO」「GEO」「LLMO」「ゼロクリック検索」「ChatGPT/Perplexityに表示させる方法」などについて質問した際に呼び出されるよう設計されており、伝統的なSEO(diagnose-seo)とは明確に区別されています。開発者はこのスキルを通じて、AIが自然言語で回答を生成する際に自社の情報が優先的に引用されるための具体的な戦略を得ることができます。

対応✓Claude Code~Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/calm-north/seojuice-skills/tree/main/skills/optimize-for-ai

Installed? Explore more ライティング&編集 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

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ドキュメント

optimize-for-ai は何をしますか?

AI検索エンジン向けにコンテンツを最適化 — ChatGPT、Perplexity、Claude、Gemini、Google AI Overviewsに対応。AI SEO、AISO、AIによる引用、AI回答への表示、回答エンジン最適化(AEO、GEO、LLMO)、AI Overviews、ゼロクリック検索、ChatGPT/Perplexity結果への表示方法についての質問がある場合に使用します。従来のSEOについては diagnose-seo を参照してください。

Individual skills in this repo

This repo contains 13 individual skills — each has its own dedicated page.

calm-north/audit

Run a comprehensive SEO audit on a website covering technical health, on-page optimization, content quality, and backlink profile. Use when the user asks for an SEO audit, site review, SEO health check, "what's wrong with my SEO", website analysis, or a full diagnostic of their site's search performance. For speed-specific issues, see audit-speed. For technical crawl/index issues only, see diagnose-seo.

calm-north/audit-speed

Deep Core Web Vitals and page speed audit. Use when the user asks about page speed, Core Web Vitals, LCP, CLS, INP, FCP, TTFB, Lighthouse scores, why a page is slow, performance optimization, or resource size analysis. For broader technical SEO issues, see diagnose-seo.

calm-north/beat-competitors

Turn competitor SEO data into a prioritized attack plan. Use when the user asks about competitor analysis, competitive gaps, how to outrank competitors, what competitors rank for, keyword overlap, or competitive positioning strategy. For building content to fill gaps, see brief and build-clusters.

calm-north/brief

Produce an editor-ready content brief for a target keyword or topic. Use when the user asks for a content brief, writing guidelines, article outline, SEO brief, what to include in a blog post, or how to structure content for a keyword. For choosing which topics to write about, see find-keywords. For a full site-wide SEO audit, see audit.

calm-north/build-clusters

Build a topical authority cluster from a seed keyword or topic. Use when the user asks about topic clusters, content silos, pillar pages, topical authority, content architecture, or how to structure content around a theme. For finding the right keywords, see find-keywords. For writing individual pieces, see brief.

calm-north/build-links

Design a link building campaign with prospect identification, asset creation, and outreach strategy. Use when the user asks about link building, backlinks, domain authority, how to get backlinks, outreach campaigns, digital PR, guest posting, or link acquisition. For internal linking, see fix-linking.

calm-north/diagnose-seo

Structured diagnostic for technical SEO problems. Use when the user asks about crawl issues, indexation problems, why pages aren't being indexed, robots.txt questions, canonical errors, sitemap issues, rendering problems, or general technical SEO troubleshooting. For Core Web Vitals and page speed, see audit-speed.

calm-north/find-keywords

Build a prioritized keyword list for a website, topic, or campaign. Use when the user asks about keyword research, finding keywords to target, building a keyword list, search demand, keyword difficulty, intent mapping, or which keywords to prioritize. For writing content around keywords, see brief. For grouping keywords into clusters, see build-clusters.

calm-north/fix-linking

Design or audit internal link structure for a website. Use when the user asks about internal linking, link architecture, orphan pages, PageRank flow, anchor text, site structure, silo architecture, or why pages aren't ranking despite good content. For external link building, see build-links.

calm-north/migrate-site

Guide a website migration without losing rankings — domain moves, CMS switches, URL restructures, HTTP to HTTPS, or redesigns. Use when the user asks about site migration, domain change, CMS migration, URL restructure, redesign SEO impact, redirect mapping, or how to move a site safely.

calm-north/rank-local

Build a local SEO strategy covering Google Business Profile, local citations, reviews, and NAP consistency. Use when the user asks about local SEO, Google Business Profile, Google Maps ranking, local pack, NAP consistency, local citations, review strategy, or ranking for "[service] near me" searches.

calm-north/recover-content

Diagnose and reverse traffic loss on existing pages. Use when the user asks about content decay, pages losing traffic, declining rankings, traffic drops, why a page stopped ranking, content refresh strategy, or when to consolidate vs redirect old content. For creating new content, see brief.

calm-north/target-serp

Identify and capture SERP features for target keywords — featured snippets, People Also Ask boxes, knowledge panels, and rich results. Use when the user asks about featured snippets, position zero, PAA optimization, rich results, schema markup for SERP features, or how to get more SERP real estate.

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