seo-geo — Tối Ưu AI Search (GEO)

Mô Tả

Generative Engine Optimization: tối ưu cho AI search (Google AI Overviews, ChatGPT, Perplexity), AI crawler access, passage-level citability, brand mention signals.

Agent Phụ Trách

seo-technical-architect (citability check) + seo-ai-search (GEO strategy) — shared skill

Chức Năng Chính

• AI crawler detection: GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot
• llms.txt detection: Kiểm tra có file llms.txt không
• Passage-level citability: Tối ưu 134-167 words per passage
• Brand mention signals: 3x quan trọng hơn backlinks cho AI visibility
• Platform-specific scoring: Google AI Overviews vs ChatGPT vs Perplexity
• SSR check: Kiểm tra AI crawler có đọc được content không

Scripts

Khi Nào Dùng

• "GEO", "AI search", "AI visibility", "AI overview"
• "AI crawler", "citability", "llm optimization"

Workflow Liên Quan

• /seo-audit — GEO check trong audit
• /seo-llm-visibility — Deep-dive GEO analysis