Wf seo geo audit
Combined SEO + GEO audit and optimization workflow. Runs traditional SEO audit and AI search optimization in parallel, then produces a unified action plan covering both Google rankings and AI citations. Use when user says "full SEO and GEO audit", "audit my site for SEO and AI", "SEO + AI visibility", "comprehensive site audit", "optimize for Google and AI", "audit for search and AI engines", or "complete search audit". Chains 15+ SEO and GEO skills.From its SKILL.md
npx -y skills add multiplex-ai/muggle-ai-teams --skill wf-seo-geo-auditAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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SKILL.md
3.9 KB, 829 tokens by cl100k_base, as published. Nobody here has run it
SEO + GEO Combined Audit Workflow
Run a comprehensive search audit covering traditional SEO and AI engine optimization.
Phase 1: Parallel Audits
Dispatch these two audits concurrently:
Track A — Traditional SEO Audit
Invoke seo-audit which orchestrates:
seo-technical— crawlability, indexability, security, Core Web Vitalsseo-content— E-E-A-T, readability, thin contentseo-schema— structured data detection and validationseo-sitemap— XML sitemap analysisseo-images— alt text, file sizes, formats, lazy loadingseo-page— deep dive on key pagesseo-hreflang— international SEO (if multi-language detected)
Track B — GEO Audit
Invoke geo-audit which orchestrates:
geo-citability— passage-level AI citation scoringgeo-crawlers— AI crawler access map (GPTBot, ClaudeBot, etc.)geo-llmstxt— llms.txt analysis/generationgeo-brand-mentions— brand authority across AI training sourcesgeo-content— E-E-A-T for AI citabilitygeo-schema— structured data for AI discoverabilitygeo-technical— technical audit with GEO-specific checksgeo-platform-optimizer— per-platform optimization (ChatGPT, Perplexity, Gemini, etc.)
Output: Two parallel reports — SEO Health Score + GEO Score (both 0-100).
Phase 2: Gap Analysis (after both audits complete)
Step 2A — Cross-Reference Findings
Compare overlapping areas:
- Schema:
seo-schemavsgeo-schema— unified recommendation - Content:
seo-contentvsgeo-content— E-E-A-T alignment - Technical:
seo-technicalvsgeo-technical— merge issues lists
Step 2B — AI SEO Deep Dive
Invoke ai-seo with findings from both tracks:
- Three-pillar optimization (Structure, Authority, Presence)
- Platform-specific recommendations
Step 2C — Site Architecture Review
Invoke site-architecture if structural issues found:
- Internal linking optimization for both crawlers and AI
- Topic cluster architecture
Phase 3: Action Plan
Step 3A — Content Strategy
Invoke content-strategy informed by both audits:
- Topics that serve both Google rankings AND AI citations
- Content gap priorities
Step 3B — Schema Implementation
Invoke schema-markup for:
- Unified JSON-LD implementation covering both SEO rich results and AI discoverability
Step 3C — Programmatic SEO (if applicable)
Invoke programmatic-seo if scale opportunities identified:
- Template pages, data sources, thin content safeguards
Phase 4: Reporting
Step 4A — Client Report
Invoke geo-report to generate combined report, then
Invoke geo-report-pdf for PDF deliverable
Step 4B — Competitor Comparison Pages (if relevant)
Invoke competitor-alternatives or seo-competitor-pages for:
- "vs" and "alternatives" pages targeting competitor keywords
Skill Chain Summary
Phase 1 (parallel): seo-audit ║ geo-audit
Phase 2 (sequential): cross-reference → ai-seo → site-architecture
Phase 3 (parallel): content-strategy + schema-markup + programmatic-seo
Phase 4: geo-report → geo-report-pdf
Rules
- Phase 1 tracks MUST run in parallel for efficiency.
- If user only wants SEO or only GEO, run just that track — but recommend the other.
- De-duplicate overlapping recommendations between SEO and GEO.
- Phase 4 reporting is optional — ask user if they need a client-facing deliverable.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.
Gives 0 of the 12 instructions most audit compliance skills give in 829 tokens
Counted across 960 of the 1,589 authors here whose files we hold, read 2026-09-06
- Read product marketing context before asking questionsin 29 of 960, across 11 files
- Rank findings by severityin 29 of 960, across 22 files
- Generate audit reportin 22 of 960
- Run the audit scriptin 20 of 960, across 19 files
- Generate a prioritized action plan reportin 19 of 960, across 11 files
- Ensure one H1 per pagein 15 of 960, across 5 files
- Ensure sitemap exists and is accessiblein 14 of 960, across 4 files
- Verify alt text on all imagesin 12 of 960, across 3 files
- Determine the audit scope before startingin 12 of 960, across 4 files
- Verify important pages allowed in robots.txtin 11 of 960, across 2 files
- Detect business type from homepage signalsin 11 of 960, across 7 files
- Delegate specialized tasks to subagentsin 11 of 960, across 7 files
Said here and by no other author read
- Run traditional SEO and AI audits concurrently
- Compare overlapping areas between audits
- De-duplicate overlapping recommendations
Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.