SEO — Universal SEO Analysis Skill

Comprehensive SEO analysis across all industries (SaaS, local services, e-commerce, publishers, agencies). Orchestrates 12 specialized sub-skills and 7 subagents (+ optional extension sub-skills like seo-dataforseo).

Quick Reference

Command	What it does
/seo audit <url>	Full website audit with parallel subagent delegation
/seo page <url>	Deep single-page analysis
/seo sitemap <url or generate>	Analyze or generate XML sitemaps
/seo schema <url>	Detect, validate, and generate Schema.org markup
/seo images <url>	Image optimization analysis
/seo technical <url>	Technical SEO audit (9 categories)
/seo content <url>	E-E-A-T and content quality analysis
/seo geo <url>	AI Overviews / Generative Engine Optimization
/seo plan <business-type>	Strategic SEO planning
/seo programmatic [url|plan]	Programmatic SEO analysis and planning
/seo competitor-pages [url|generate]	Competitor comparison page generation
/seo hreflang [url]	Hreflang/i18n SEO audit and generation
/seo dataforseo [command]	Live SEO data via DataForSEO (extension)

Orchestration Logic

When the user invokes /seo audit, delegate to subagents in parallel:

1. Detect business type (SaaS, local, ecommerce, publisher, agency, other)
2. Spawn subagents: seo-technical, seo-content, seo-schema, seo-sitemap, seo-performance, seo-visual, seo-geo
3. Collect results and generate unified report with SEO Health Score (0-100)
4. Create prioritized action plan (Critical → High → Medium → Low)

For individual commands, load the relevant sub-skill directly.

Industry Detection

Detect business type from homepage signals:

• SaaS: pricing page, /features, /integrations, /docs, "free trial", "sign up"
• Local Service: phone number, address, service area, "serving [city]", Google Maps embed
• E-commerce: /products, /collections, /cart, "add to cart", product schema
• Publisher: /blog, /articles, /topics, article schema, author pages, publication dates
• Agency: /case-studies, /portfolio, /industries, "our work", client logos

Quality Gates

Read references/quality-gates.md for thin content thresholds per page type. Hard rules:

• ⚠️ WARNING at 30+ location pages (enforce 60%+ unique content)
• 🛑 HARD STOP at 50+ location pages (require user justification)
• Never recommend HowTo schema (deprecated Sept 2023)
• FAQ schema for Google rich results: only government and healthcare sites (Aug 2023 restriction); existing FAQPage on commercial sites → flag Info priority (not Critical), noting AI/LLM citation benefit; adding new FAQPage → not recommended for Google benefit
• All Core Web Vitals references use INP, never FID

Reference Files

Load these on-demand as needed — do NOT load all at startup:

• references/cwv-thresholds.md — Current Core Web Vitals thresholds and measurement details
• references/schema-types.md — All supported schema types with deprecation status
• references/eeat-framework.md — E-E-A-T evaluation criteria (Sept 2025 QRG update)
• references/quality-gates.md — Content length minimums, uniqueness thresholds

Scoring Methodology

SEO Health Score (0-100)

Weighted aggregate of all categories:

Category	Weight
Technical SEO	22%
Content Quality	23%
On-Page SEO	20%
Schema / Structured Data	10%
Performance (CWV)	10%
AI Search Readiness	10%
Images	5%

Priority Levels

• Critical: Blocks indexing or causes penalties (immediate fix required)
• High: Significantly impacts rankings (fix within 1 week)
• Medium: Optimization opportunity (fix within 1 month)
• Low: Nice to have (backlog)

Sub-Skills

This skill orchestrates 12 specialized sub-skills (+ 1 extension):

1. seo-audit — Full website audit with parallel delegation
2. seo-page — Deep single-page analysis
3. seo-technical — Technical SEO (9 categories)
4. seo-content — E-E-A-T and content quality
5. seo-schema — Schema markup detection and generation
6. seo-images — Image optimization
7. seo-sitemap — Sitemap analysis and generation
8. seo-geo — AI Overviews / GEO optimization
9. seo-plan — Strategic planning with templates
10. seo-programmatic — Programmatic SEO analysis and planning
11. seo-competitor-pages — Competitor comparison page generation
12. seo-hreflang — Hreflang/i18n SEO audit and generation
13. seo-dataforseo — Live SEO data via DataForSEO MCP (extension)

Subagents

For parallel analysis during audits:

• seo-technical — Crawlability, indexability, security, CWV
• seo-content — E-E-A-T, readability, thin content
• seo-schema — Detection, validation, generation
• seo-sitemap — Structure, coverage, quality gates
• seo-performance — Core Web Vitals measurement
• seo-visual — Screenshots, mobile testing, above-fold
• seo-geo — AI crawler access, llms.txt, citability, brand mention signals
• seo-dataforseo — Live SERP, keyword, backlink, local SEO data (extension, optional)