serp-analysis은(는) 무엇을 하나요?
사용자가 "SERP 분석" 또는 "SERP分析"을 요청할 때 사용합니다. 검색어에 대한 SERP 기능, 레이아웃, 순위 요소, 검색 의도, AI 개요 및 스니펫 기회를 매핑합니다. 키워드 수요 발견에는 적합하지 않습니다. 키워드 리서치 도구를 사용하세요. SERP 분석/검색 결과
사용자가 "SERP 분석" 또는 "SERP分析"을 요청할 때 사용합니다. 검색어에 대한 SERP 기능, 레이아웃, 순위 요소, 검색 의도, AI 개요 및 스니펫 기회를 매핑합니다. 키워드 수요 발견에는 적합하지 않습니다. 키워드 리서치 도구를 사용하세요.
이 스킬은 특정 검색어에 대한 SERP(검색 결과 페이지)를 심층 분석하는 데 사용됩니다. SEO 전문가, 콘텐츠 마케터, 그리고 AI 에이전트 사용자에게 유용하며, SERP의 시각적 레이아웃, 등장하는 기능(예: 추천 스니펫, 지식 패널, 이미지), 상위 순위 페이지의 공통 요소, 그리고 검색 의도를 파악할 수 있습니다. 특히 최근 도입된 AI 개요를 분석하고, 스니펫 획득 가능성을 평가합니다. 이 스킬은 주로 검색 엔진 최적화(SEO) 작업 흐름에서 사용되며, Claude Code나 Cursor와 같은 AI 코딩 에이전트와 통합되어 사용자 질의에 대한 SERP 구조를 명확히 설명합니다. 주의할 점은 키워드 수요나 트렌드를 발견하는 용도가 아니므로, 키워드 리서치가 필요할 경우 별도의 전용 도구를 사용해야 합니다.
npx skills add https://github.com/aaron-he-zhu/seo-geo-claude-skills/tree/main/skills/serp-analysisInstalled? Explore more 연구 & 데이터 분석 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
사용자가 "SERP 분석" 또는 "SERP分析"을 요청할 때 사용합니다. 검색어에 대한 SERP 기능, 레이아웃, 순위 요소, 검색 의도, AI 개요 및 스니펫 기회를 매핑합니다. 키워드 수요 발견에는 적합하지 않습니다. 키워드 리서치 도구를 사용하세요. SERP 분석/검색 결과
This repo contains 19 individual skills — each has its own dedicated page.
Use when the user asks to "set SEO alerts" or "排名掉了提醒我"; configures threshold notifications for FUTURE ranking, traffic, technical, and competitor changes. Not for one-time measurement or reporting — use rank-tracker or performance-reporter. SEO预警/排名监控
Use when the user asks to "analyze backlinks" or "外链分析"; profiles external referring domains, anchor-text distribution, toxic links, and competitor link gaps. Not for internal links — use internal-linking-optimizer. 外链分析/反向链接
Use when the user asks to "analyze competitors" or "竞品分析"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap map — use content-gap-analysis. 竞品分析/竞争对手
Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划
Use when auditing content quality, E-E-A-T, or publish readiness; runs 80-item CORE-EEAT scoring with veto checks and a fix plan. Not for structural on-page tags/headers — use on-page-seo-auditor; not for domain/citation trust — use domain-authority-auditor. 内容质量/EEAT评分
Use when the user asks to "update outdated content" or "fix traffic/ranking decay"; scores decay, prioritizes refresh work, and produces an update plan with GEO and republishing guidance. Not for net-new content — use seo-content-writer. 内容更新/排名恢复
Use when auditing domain authority, trust, or citation credibility; runs 40-item CITE scoring with veto checks (TRUSTED/CAUTIOUS/UNTRUSTED). Not for page-level content quality — use content-quality-auditor; not for backlink profiling alone — use backlink-analyzer. 域名权威/网站可信度
Use when the user asks to "optimize entity presence"; builds Knowledge Graph, Wikidata, sameAs, and AI recognition signals for a canonical entity identity. Not for page-level AI-citation readiness — use geo-content-optimizer. 实体优化/知识图谱
Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-auditor; not for net-new drafting — use seo-content-writer. AI引用优化/GEO优化/AI搜索
Use when improving internal link structure, anchor text, orphan pages, crawl depth, site architecture, or link equity flow. 内链优化/站内架构
Use when the user asks to "find keywords", "挖词", or "搜什么词"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative coverage gaps — use content-gap-analysis. 关键词研究/内容选题
Use when the user asks to "remember project context"; manages the SEO/GEO memory lifecycle — hot-cache, active work, archive tiers, and privacy cleanup. Not for content or domain scoring — use the auditors. 项目记忆/跨会话
Use when the user asks to "optimize meta tags"; improves titles, descriptions, Open Graph, Twitter cards, and CTR test variants. Not for JSON-LD structured data — use schema-markup-generator; not for body copy — use seo-content-writer. 标题优化/元描述/CTR
Use when the user asks to "audit on-page SEO" or "diagnose why a single page dropped"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. For E-E-A-T / publish-readiness scoring use content-quality-auditor; for crawl / CWV / indexing use technical-seo-checker. 页面SEO审计/排名诊断
Use when the user asks to "generate an SEO report" or "出月报"; builds multi-metric stakeholder reports and dashboards spanning traffic, rankings, authority, and content progress. Not for raw ranking deltas — use rank-tracker. SEO报告/绩效仪表盘
Use when the user asks to "track rankings" or "查排名"; measures keyword and SERP-position deltas over time from provided exports or connected tools, including AI-response checks. Not for multi-metric stakeholder reports — use performance-reporter; not for setting alerts — use alert-manager. 排名追踪/SERP监控
Use when the user asks to "generate schema"; creates JSON-LD for FAQ, HowTo, Article, Product, and LocalBusiness rich-result candidates. Not for title/meta-description tags — use meta-tags-optimizer; not for crawl/index technical issues — use technical-seo-checker. Schema标记/结构化数据
Use when the user asks to "write SEO content"; drafts new posts, articles, and landing pages with keywords, headers, snippets, and evidence boundaries. Not for AI-citation/GEO readiness scoring — use geo-content-optimizer; not for updating decaying existing content — use content-refresher. SEO文章写作/内容优化
Use when the user asks to "check technical SEO"; audits crawlability, indexing, Core Web Vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. Not for on-page tags or content — use on-page-seo-auditor. 技术SEO/网站速度
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.