Claude Three-O - SEO + GEO + AAO Unified Optimization Plugin
Unified search and AI visibility optimization plugin for Claude Code. Three pillars — SEO, GEO, and AAO — analyzed in parallel with a single score (0-100) and prioritized action plan.
Three-O = SEO (Search Engine) + GEO (Generative Engine) + AAO (Assistive Agent)
Built for the Korean market by JaeHyunGround
한국어 README
Table of Contents
Installation
Plugin Install (Claude Code 1.0.33+)
/plugin install claude-three-o
Manual Install
git clone https://github.com/JaeHyunGround/claude-three-o.git
cd claude-three-o && bash install.sh
Quick Start
# Full 3-pillar audit
/three-o audit https://example.com
# Individual pillar
/three-o seo audit https://example.com
/three-o geo audit "Brand Name"
/three-o aao audit https://example.com
# Generate PDF report
/three-o report full --format pdf
Commands
Main Commands
| Command | Description |
|---|
/three-o audit <url> | Full 3-pillar audit (SEO + GEO + AAO parallel) |
/three-o report [type] | Unified report (md / json / pdf) |
/three-o plan <business> | Strategic optimization plan with timeline |
/three-o competitor <u1> <u2> | Cross-pillar competitor benchmarking |
/three-o dashboard | Dashboard data export |
/three-o setup | API key configuration wizard |
SEO Module
| Command | Description |
|---|
/three-o seo audit <url> | Full SEO analysis |
/three-o seo technical <url> | Technical SEO (meta, security, mobile, speed) |
/three-o seo naver <url> | Naver-specific SEO (Smart Store, Place) |
/three-o seo content <url> | Content quality and E-E-A-T signals |
/three-o seo schema <url> | Schema.org structured data audit |
/three-o seo schema generate <url> | Auto-generate JSON-LD from page content |
/three-o seo images <url> | Image optimization analysis |
/three-o seo drift baseline <url> | Capture SEO baseline for monitoring |
/three-o seo drift compare <url> | Detect changes from baseline |
GEO Module
| Command | Description |
|---|
/three-o geo audit <brand> | Full GEO analysis (all dimensions) |
/three-o geo mentions <brand> | AI platform mention tracking |
/three-o geo context <brand> | Context quality and sentiment analysis |
/three-o geo citability <url> | Passage-level AI citation readiness |
/three-o geo entity <brand> | Knowledge graph entity presence |
/three-o geo visibility <brand> | Position ranking in AI responses |
/three-o geo technical <url> | AI crawler accessibility |
/three-o geo llms-txt <url> | llms.txt validation and generation |
/three-o geo platforms <brand> | Platform-specific analysis (ChatGPT, Perplexity, Gemini, Claude) |
/three-o geo drift <brand> | GEO drift detection over time |
/three-o geo rewrite <url> | Content rewrite suggestions for AI citability |
AAO Module
| Command | Description |
|---|
/three-o aao audit <url> | Full AAO analysis |
/three-o aao selectability <url> | Agent selectability signals (6 dimensions) |
/three-o aao conversion <url> | Conversion funnel analysis |
/three-o aao data <url> | Structured data with action schema detection |
/three-o aao rendering <url> | SSR, JS dependency, semantic HTML |
/three-o aao entity <url> | NAP consistency + sameAs linking |
/three-o aao feed <url> | Product feed validation (Google Merchant / Naver EP) |
/three-o aao scenario <url> | Agent scenario testing by industry |
Scoring System
Three-O Score (0-100)
Three-O Score = (SEO × 35% + GEO × 35% + AAO × 30%) × balance_penalty
The balance penalty (0.85–1.0) penalizes imbalanced profiles — a site with SEO 90 but GEO 10 scores lower than pure weighted average. Confidence score (0–1.0) indicates data availability.
