Kunthawat Greethong
b26c8199a5
Changes: - Add FAL_KEY and GEMINI_API_KEY to .env.example - Update picture-it to use ~/.config/opencode/.env (unified creds) - Remove shodh-memory skill (no longer used) - Remove alphaear-* skills (deprecated) - Remove thai-frontend-dev skill (replaced by website-creator) - Remove theme-factory skill - Add mql-developer skill (MQL5 trading) - Add ecommerce-astro skill (Astro e-commerce) - Add website-creator skill (Next.js + Payload CMS) - Update install script for new skills
116 lines
3.0 KiB
Markdown
116 lines
3.0 KiB
Markdown
---
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name: seo-geo
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description: Optimize content for AI search systems (AI Overviews, ChatGPT, Perplexity). Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.
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---
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# GEO (Generative Engine Optimization)
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## When to Use
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- Improving visibility in AI Overviews, ChatGPT, Perplexity
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- Evaluating llms.txt readiness or AI crawler access
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- Questions about GEO, AI SEO, LLM visibility, AI citations
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## Key Statistics
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| Metric | Value |
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|--------|-------|
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| AI Overviews reach | 1.5 billion users/month |
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| AI-referred sessions growth | 527% (Jan-May 2025) |
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| ChatGPT weekly active users | 900 million |
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| Perplexity monthly queries | 500+ million |
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## Critical Insight: Brand Mentions > Backlinks
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Brand mentions correlate **3x more** with AI visibility than backlinks.
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| Signal | Correlation with AI Citations |
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|--------|------------------------------|
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| YouTube mentions | ~0.737 (strongest) |
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| Reddit mentions | High |
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| Wikipedia presence | High |
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| Domain Rating (backlinks) | ~0.266 (weak) |
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## GEO Criteria
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### 1. Citability Score (25%)
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- **Optimal passage: 134-167 words**
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- Self-contained answer blocks
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- Specific facts/statistics with sources
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- "X is..." or "X refers to..." patterns
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### 2. Structural Readability (20%)
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- Clean H1->H2->H3 hierarchy
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- Question-based headings
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- Short paragraphs (2-4 sentences)
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- Tables for comparative data
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- FAQ sections
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### 3. Multi-Modal Content (15%)
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- Text + relevant images
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- Video content
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- Infographics
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- Interactive elements (calculators, tools)
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### 4. Authority & Brand Signals (20%)
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- Author byline with credentials
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- Publication dates
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- Citations to primary sources
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- Wikipedia, Reddit, YouTube presence
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### 5. Technical Accessibility (20%)
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- **AI crawlers do NOT execute JavaScript** — SSR required
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- AI crawler access in robots.txt
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- llms.txt presence
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## AI Crawlers to Track
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| Crawler | Owner |
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|---------|-------|
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| GPTBot | OpenAI |
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| ClaudeBot | Anthropic |
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| PerplexityBot | Perplexity |
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| OAI-SearchBot | OpenAI |
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**Allow** GPTBot, ClaudeBot, PerplexityBot for AI visibility. **Block** CCBot if desired.
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## llms.txt
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New standard for AI crawler content guidance. Location: `/llms.txt` (root)
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```
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# Site Title
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> Brief description
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## Main sections
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- `Page -> https://example.com/page`: Description
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```
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## Output
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Generate `GEO-ANALYSIS.md`:
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1. GEO Readiness Score: XX/100
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2. Platform breakdown (Google AIO, ChatGPT, Perplexity)
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3. AI Crawler Access Status
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4. llms.txt Status
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5. Brand Mention Analysis
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6. Passage-Level Citability assessment
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7. SSR Check
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8. Top 5 Highest-Impact Changes
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9. Schema Recommendations
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10. Content Reformatting Suggestions
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## Quick Wins
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1. Add "What is [topic]?" definition in first 60 words
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2. Create 134-167 word self-contained answer blocks
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3. Add question-based H2/H3 headings
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4. Include specific statistics with sources
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5. Add publication/update dates
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## DataForSEO Integration
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If available, use:
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- `ai_optimization_chat_gpt_scraper` — check ChatGPT results for queries
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- `ai_opt_llm_ment_search` — LLM mention tracking
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