| name | serp-analysis |
| description | Analyze SERPs: ranking factors, features, intent patterns, AI overviews, featured snippets. SERP分析/搜索结果 |
| version | 9.0.0 |
| license | Apache-2.0 |
| compatibility | Claude Code, skills.sh, ClawHub, Vercel Labs, Cursor, Windsurf, Codex CLI, Amp, Gemini CLI, Kimi Code, Qwen Code, CodeBuddy |
| allowed-tools | WebFetch |
| homepage | https://github.com/aaron-he-zhu/seo-geo-claude-skills |
| when_to_use | Use when analyzing search engine results pages, SERP features, featured snippets, People Also Ask, or understanding ranking patterns for a query. |
| argument-hint | <keyword or query> |
| metadata | {"author":"aaron-he-zhu","version":"9.0.0","geo-relevance":"high","tags":["seo","geo","serp-analysis","serp-features","featured-snippet","ai-overview","people-also-ask","search-intent","SERP分析","検索結果分析","검색결과","analisis-serp"],"triggers":["analyze search results","SERP analysis","what ranks for","SERP features","featured snippets","AI overviews","what's on page one for this query","who ranks for this keyword","what does Google show for","why does this page rank first","what SERP features appear for","SERP分析","搜索结果分析","精选摘要","AI概览","谁排第一","搜索结果长什么样","谁排在前面","検索結果ページ分析","検索結果分析","強調スニペット","검색 결과 분석","SERP 분석","análisis SERP","análisis de resultados de búsqueda","análise de SERP"]} |
SERP Analysis
Analyzes Search Engine Results Pages to map ranking factors, SERP features, AI Overview patterns, and intent signals -- revealing what it takes to rank and where opportunities exist.
What This Skill Does
Maps SERP composition, identifies ranking factors and feature opportunities (snippets, PAA, AI Overviews), confirms search intent, and assesses realistic ranking difficulty for target queries.
Quick Start
Start with one of these prompts. Finish with a short handoff summary using the repository format in Skill Contract.
Basic SERP Analysis
Analyze the SERP for [keyword]
What does it take to rank for [keyword]?
Feature-Specific Analysis
Analyze featured snippet opportunities for [keyword list]
Which of these keywords trigger AI Overviews? [keyword list]
Competitive SERP Analysis
Why does [URL] rank #1 for [keyword]?
Skill Contract
Expected output: a prioritized research brief, evidence-backed findings, and a short handoff summary ready for memory/research/.
- Reads: user goals, target market inputs, available tool data, and prior strategy from CLAUDE.md and the shared State Model when available.
- Writes: a user-facing research deliverable plus a reusable summary that can be stored under
memory/research/.
- Promotes: durable keyword priorities, competitor facts, entity candidates, and strategic decisions to
memory/hot-cache.md, memory/decisions.md, and memory/research/; hand canonical entity work to entity-optimizer.
- Next handoff: use the
Next Best Skill below when the findings are ready to drive action.
Handoff Summary
Emit the standard shape from skill-contract.md §Handoff Summary Format.
Data Sources
Optional integrations: ~~SEO tool, ~~search console, ~~AI monitor. Without tools, users provide target keywords, SERP screenshots or top-10 URLs, and search context manually. See .
