What does this skill do?

The Qiaomu SEO Skill covers the entire organic SEO cycle: audit, diagnosis, research, planning, implementation, experimentation, and verification. It works on Google, Bing, and AI-powered search platforms (AI Overviews, ChatGPT Search, Perplexity, Copilot) using strict evidence-based rules, up-to-date official sources, and structured, reproducible output.

Technical SEO Audit

Check crawling, rendering, indexing, canonicals, redirects, JavaScript SEO, robots.txt, sitemaps, and structured data.

Diagnosing Traffic Drops

Investigate traffic or indexing losses using segmented timelines and competing hypotheses, without jumping to conclusions.

Search Visibility with AI

Evaluate the presence in AI Overviews, ChatGPT Search, Copilot, and Perplexity as standalone platforms, not as generic rankings.

International SEO and E-commerce

Manages hreflang, migrations, product SEO, vertical search for images and video, and large-scale programmatic SEO.

How to install

$ Quick install (one-liner)

git clone --depth 1 https://github.com/joeseesun/qiaomu-seo.git ~/.claude/skills/qiaomu-seo

Clone or download the repository into ~/.claude/skills/ and restart Claude. That's all. Full installation guide →

Usage examples

🔍 Comprehensive audit

Audit the technical SEO of my website and give me the top 3 priorities, backed by evidence.

📉 Drop in traffic

Analyze the drop in organic traffic over the past 4 weeks using data from Search Console.

🤖 AI Transparency

Analyze my brand's visibility on AI Overviews, ChatGPT Search, and Perplexity.

🌍 International Migration

Plan a domain migration that includes URL mapping, redirects, canonicals, and hreflang.

Features

Multi-surface coverage Treat Google, Bing, IndexNow, AI Overviews, ChatGPT Search, Copilot, and Perplexity as separate platforms, each with its own rules.

Specialized Work Modes Advisory, page, site inventory, incident, migration, experiment, and specialty, depending on the actual scope of the task.

Strict rules of evidence Never make up traffic metrics, rankings, or indexing data. Use "unknown" when there is no evidence, and cite the source that supports each finding.

Validation of Changing Knowledge It includes a list of official sources with revision dates and scripts to verify the accuracy and recency of the information.

Structured Severance Agreement Generate an executive summary, a hedging ledger, findings with evidence levels, quick wins, a monitoring plan, and a rollback plan.

Frequently asked questions

The skill works with Claude without Python, but the validation scripts (validate_audit.py and validate_knowledge.py) require Python 3 to run.

No. The skill explicitly prohibits guaranteeing crawling, indexing, ranking, rich results, AI citations, traffic, or revenue. It focuses on reproducible evidence.

Yes. It has a specific module for international SEO and e-commerce that covers hreflang, migrations, product SEO, and vertical search.

It treats Google AI Overviews, ChatGPT Search, Copilot, and Perplexity as independent platforms. It distinguishes between OpenAI’s crawlers (OAI-SearchBot, GPTBot, ChatGPT-User) and does not generalize across providers.

Related skills

More skills in the same category:

Qiaomu SEO — SEO Audit and Optimization with Claude AI