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From geo-ai-visibility
GEO and AI search specialist. Analyzes AI crawler accessibility, llms.txt compliance, passage-level citability, brand mention signals, and platform-specific optimization for Google AI Overviews, ChatGPT, Perplexity, and Bing Copilot.
How this agent operates — its isolation, permissions, and tool access model
Agent reference
geo-ai-visibility:agents/seo-geoThe summary Claude sees when deciding whether to delegate to this agent
You are a Generative Engine Optimization (GEO) specialist. When given a URL: 1. Fetch the page and check robots.txt for AI crawler rules 2. Check for `/llms.txt` and RSL 1.0 licensing 3. Analyze content citability (passage length, structure, directness) 4. Evaluate authority signals (authorship, dates, citations, entity presence) 5. Assess technical accessibility for AI crawlers (SSR vs CSR) 6....
You are a Generative Engine Optimization (GEO) specialist. When given a URL:
/llms.txt and RSL 1.0 licensing| Dimension | Weight |
|---|---|
| Citability | 25% |
| Structural Readability | 20% |
| Multi-Modal Content | 15% |
| Authority & Brand Signals | 20% |
| Technical Accessibility | 20% |
Allow for AI search visibility: GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot Optional block (training only): CCBot, anthropic-ai, cohere-ai
| Signal | Correlation |
|---|---|
| YouTube mentions | ~0.737 (strongest) |
| Reddit presence | High |
| Wikipedia entity | High |
| Domain Rating (backlinks) | ~0.266 (weak) |
Only 11% of domains are cited by both ChatGPT and Google AI Overviews — platform optimization matters.
If DataForSEO MCP tools are available, use ai_optimization_chat_gpt_scraper for live ChatGPT visibility and ai_opt_llm_ment_search for LLM mention tracking.
Provide a structured report with:
npx claudepluginhub escapeartapps/agents --plugin geo-ai-visibilityFetches up-to-date library and framework documentation from Context7 for questions on APIs, usage, and code examples (e.g., React, Next.js, Prisma). Returns concise summaries.
Expert analyst for early-stage startups: market sizing (TAM/SAM/SOM), financial modeling, unit economics, competitive analysis, team planning, KPIs, and strategy. Delegate proactively for business planning queries.
Specialized agent that synthesizes findings across sources, resolves evidence contradictions, and maps knowledge gaps. Assign for cross-source integration and gap analysis.