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Comprehensive SEO analysis for any website or business type. Full site audits, single-page analysis, technical SEO (crawlability, indexability, Core Web Vitals with INP), schema markup, content quality (E-E-A-T), image optimization, sitemap analysis, and GEO for AI Overviews/ChatGPT/Perplexity. Industry detection for SaaS, e-commerce, local, publishers, agencies.
Passed 13 of 21 test cases with the skill, and 7 of 21 without it.
and 6 more in the full report
7 fixed8 passed either way9 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/2/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
In the overall 100-point SEO Health Score breakdown, what percentage weight is allocated specifically to AI search readiness, and what percentage is allocated to image SEO?
| Checked | Without skill | With skill |
|---|---|---|
| Allocate exactly 10 percent weight to AI Search Readiness. | Missed | Passed |
| Allocate exactly 5 percent weight to Images. | Missed | Passed |
The instructions your model reads when the skill loads.
Invocation: /seo $1 $2 where $1 is the command and $2 is the URL or argument.
Runtime: Run bundled Python tools through
"${CLAUDE_PLUGIN_ROOT}/scripts/claude-seo" run <script.py>. That is the single
canonical form used by every skill and agent. Claude Code expands
${CLAUDE_PLUGIN_ROOT} to the installed plugin directory, so the launcher is
found without any PATH entry; the repository ships no top-level bin/
directory because hosted marketplaces reject one. Repository users run
./scripts/claude-seo; manual installers rewrite the canonical form to
"$HOME/.claude/skills/seo/scripts/claude-seo". Never invoke bundled scripts
with a bare Python interpreter.
Comprehensive SEO analysis across all industries (SaaS, local services, e-commerce, publishers, agencies). Orchestrates 25 sub-skills (22 core + 1 framework integration + 2 extension mirrors) and 19 sub-agents. A separate optional Firecrawl extension is also installable (see "Optional Extensions" below).
| 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 or optimize> | Image SEO: on-page audit, SERP analysis, file optimization |
/seo technical <url> | Technical SEO audit (9 categories) |
/seo content <url> | E-E-A-T and content quality analysis |
/seo content-brief <topic or url> | Generate detailed SEO content brief with target keywords, outline, internal links |
/seo geo <url> | AI Overviews / Generative Engine Optimization |
/seo agentic [audit|fix|lighthouse|refresh] <url> | Agent readiness: Lighthouse Agentic Browsing X/N, accessibility tree, AI agent access, llms.txt, Markdown, WebMCP |
/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 local <url> | Local SEO analysis (GBP, citations, reviews, map pack) |
/seo maps [command] [args] | Maps intelligence (geo-grid, GBP audit, reviews, competitors) |
/seo hreflang [url] | Hreflang/i18n SEO audit and generation |
/seo google [command] [url] | Google SEO APIs (GSC, PageSpeed, CrUX, Indexing, GA4) |
test cases passed, vs 7 / 21 without
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