seo-geo
**seo-geo** restructures content to maximize visibility in AI-driven search engines (e.g., ChatGPT, Perplexity) by optimizing for AI citations, `llms.txt` compliance, crawler accessibility, and passage-level citability.
How to Install
git clone --depth 1 https://github.com/AgriciDaniel/claude-seo.git && cp claude-seo/skills/seo-geo ~/.claude/skills/seo-geo -rAI Search / GEO Optimization (February 2026)
When to Use
- Use when improving visibility in AI Overviews, ChatGPT, Perplexity, or similar AI search systems.
- Use when evaluating llms.txt readiness, AI crawler access, or citation-oriented content structure.
- Use when the user asks about GEO, AI SEO, LLM visibility, or AI citations.
Key Statistics
| Metric | Value | Source |
|---|---|---|
| AI Overviews reach | 1.5 billion users/month across 200+ countries | |
| AI Overviews query coverage | 50%+ of all queries | Industry data |
| AI-referred sessions growth | 527% (Jan-May 2025) | SparkToro |
| ChatGPT weekly active users | 900 million | OpenAI |
| Perplexity monthly queries | 500+ million | Perplexity |
Critical Insight: Brand Mentions > Backlinks
Brand mentions correlate 3x more strongly with AI visibility than backlinks. (Ahrefs December 2025 study of 75,000 brands)
| Signal | Correlation with AI Citations |
|---|---|
| YouTube mentions | ~0.737 (strongest) |
| Reddit mentions | High |
| Wikipedia presence | High |
| LinkedIn presence | Moderate |
| Domain Rating (backlinks) | ~0.266 (weak) |
Only 11% of domains are cited by both ChatGPT and Google AI Overviews for the same query, so platform-specific optimization is essential.
GEO Analysis Criteria (Updated)
1. Citability Score (25%)
Optimal passage length: 134-167 words for AI citation.
Strong signals: - Clear, quotable sentences with specific facts/statistics - Self-contained answer blocks (can be extracted without context) - Direct answer in first 40-60 words of section - Claims attributed with specific sources - Definitions following "X is..." or "X refers to..." patterns - Unique data points not found elsewhere
Weak signals: - Vague, general statements - Opinion without evidence - Buried conclusions - No specific data points
2. Structural Readability (20%)
92% of AI Overview citations come from top-10 ranking pages, but 47% come from pages ranking below position 5, demonstrating different selection logic.
Strong signals: - Clean H1->H2->H3 heading hierarchy - Question-based headings (matches query patterns) - Short paragraphs (2-4 sentences) - Tables for comparative data - Ordered/unordered lists for step-by-step or multi-item content - FAQ sections with clear Q&A format
Weak signals: - Wall of text with no structure - Inconsistent heading hierarchy - No lists or tables - Information buried in paragraphs
3. Multi-Modal Content (15%)
Content with multi-modal elements sees 156% higher selection rates.
Check for: - Text + relevant images - Video content (embedded or linked) - Infographics and charts - Interactive elements (calculators, tools) - Structured data supporting media
4. Authority & Brand Signals (20%)
Strong signals: - Author byline with credentials - Publication date and last-updated date - Citations to primary sources (studies, official docs, data) - Organization credentials and affiliations - Expert quotes with attribution - Entity presence in Wikipedia, Wikidata - Mentions on Reddit, YouTube, LinkedIn
Weak signals: - Anonymous authorship - No dates - No sources cited - No brand presence across platforms
5. Technical Accessibility (20%)
AI crawlers do NOT execute JavaScript. Server-side rendering is critical.
Check for: - Server-side rendering (SSR) vs client-only content - AI crawler access in robots.txt - llms.txt file presence and configuration - RSL 1.0 licensing terms
AI Crawler Detection
Check robots.txt for these AI crawlers:
| Crawler | Owner | Purpose |
|---|---|---|
| GPTBot | OpenAI | ChatGPT web search |
| OAI-SearchBot | OpenAI | OpenAI search features |
| ChatGPT-User | OpenAI | ChatGPT browsing |
| ClaudeBot | Anthropic | Claude web features |
| PerplexityBot | Perplexity | Perplexity AI search |
| CCBot | Common Crawl | Training data (often blocked) |
| anthropic-ai | Anthropic | Claude training |
| Bytespider | ByteDance | TikTok/Douyin AI |
| cohere-ai | Cohere | Cohere models |
Recommendation: Allow GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot for AI search visibility. Block CCBot and training crawlers if desired.
llms.txt Standard
The emerging llms.txt standard provides AI crawlers with structured content guidance.
Location: /llms.txt (root of domain)
Format:
# Title of site
> Brief description
## Main sections
- `Page title -> https://example.com/page`: Description
- `Another page -> https://example.com/another-page`: Description
## Optional: Key facts
- Fact 1
- Fact 2
Check for:
- Presence of /llms.txt
- Structured content guidance
- Key page highlights
- Contact/authority information
RSL 1.0 (Really Simple Licensing)
New standard (December 2025) for machine-readable AI licensing terms.
Backed by: Reddit, Yahoo, Medium, Quora, Cloudflare, Akamai, Cre
Details
| Category | Content → writing |
| Source | AgriciDaniel/claude-seo |
| SKILL.md | View on GitHub → |
| Repo Stars | ★ 9.6K |
| Est. per Skill | N/A (shared across 25 skills from this repo) |
| Difficulty | Intermediate |
| Risk Level | N/A |
Related Skills
Works Well With
Skills from the same repository — often designed to work together