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calm-north/optimize-for-ai

콘텐츠를 AI 검색 엔진(ChatGPT, Perplexity, Claude, Gemini, Google AI 개요)에 최적화합니다. 사용자가 AI SEO, AISO, AI 인용, 답변 엔진 최적화(AEO), GEO, LLMO, AI 개요, 제로클릭 검색 등에 대해 질문할 때 사용하세요.

optimize-for-ai란 무엇인가요?

이 기술은 콘텐츠를 AI 기반 검색 엔진과 에이전트에 최적화하는 데 중점을 둡니다. 전통적인 SEO와 달리, AI 검색 엔진(예: ChatGPT, Perplexity, Claude, Gemini, Google AI 개요)은 콘텐츠를 인용, 요약 또는 답변에 직접 통합하는 방식을 사용합니다. 이 기술은 사용자가 AI SEO, AISO, 답변 엔진 최적화(AEO), 생성형 엔진 최적화(GEO), LLMO, 제로클릭 검색 및 AI 개요 표시와 같은 주제를 질문할 때 활성화됩니다. 주로 커맨드라인 도구 또는 AI 어시스턴트(예: Claude Code, Cursor, Codex) 환경에서 사용되며, SKILL.md 문서에 정의된 지침을 따라 콘텐츠 구조, 신뢰성, 명확성을 개선하여 AI 모델이 콘텐츠를 더 쉽게 이해하고 인용할 수 있도록 돕습니다. 전통적인 SEO 진단은 별도의 'diagnose-seo' 기술이 담당합니다.

지원 대상✓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 라이팅 & 에디팅 skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

optimize-for-ai은(는) 무엇을 하나요?

콘텐츠를 AI 검색 엔진에 최적화합니다 — ChatGPT, Perplexity, Claude, Gemini, Google AI 개요. 사용자가 AI SEO, AISO, AI에 의해 인용되기, AI 답변에 나타나기, 답변 엔진 최적화, AEO, GEO, LLMO, AI 개요, 제로클릭 검색, 또는 ChatGPT/Perplexity 결과에 나타나는 방법에 대해 질문할 때 사용하세요. 전통적인 SEO는 diagnose-seo를 확인하세요.

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.

관련 스킬