studiomeyer-geo
Monitors brand visibility across 8 LLM platforms (ChatGPT, Gemini, Perplexity, Claude, Grok, DeepSeek, Meta AI, Copilot) using 23 MCP tools for audits like discovery stack, robots.txt 14-bot matrix, and llms.txt validation. Provides GEO score simulation, entity consistency checks, and content freshness analysis. Marketers and SEO specialists use it to audit and optimize content for AI discoverability, with 19 tools free without API keys.
Overview
The studiomeyer-geo MCP server delivers 23 tools and 5 expert workflows to assess how 8 major LLM platforms perceive and cite brand content. It checks visibility by simulating queries and auditing technical factors like discovery mechanisms, structured data, and crawl instructions. Pro features include history tracking, trend analysis, and alerts; 19 tools operate without API keys.
Key Capabilities
- discovery_stack_audit: Evaluates content discovery pathways across search and AI indexes.
- robots_txt_14bot_matrix: Validates robots.txt compliance for 14 bots, including LLM crawlers.
- llms_txt_validation: Checks llms.txt files for AI-specific crawl directives.
- json_ld_audit: Inspects JSON-LD structured data for entity recognition.
- entity_consistency: Verifies consistent entity representation across platforms.
- content_freshness: Measures update recency signals for LLMs.
- geo_score_simulation: Simulates Google's GEO scoring adapted for LLMs.
- citation_sources: Analyzes sources used in LLM responses.
- content_audit: Performs content quality audits based on KDD 2024 methods.
Additional pro tools track historical data, trends, and send visibility alerts.
Use Cases
- Run robots_txt_14bot_matrix and llms_txt_validation to ensure LLM crawlers can access site content without blocks.
- Use discovery_stack_audit and json_ld_audit to identify gaps in schema markup hindering brand mentions in ChatGPT or Claude responses.
- Apply entity_consistency and geo_score_simulation to align brand entities and boost simulated visibility scores on Gemini or Grok.
- Leverage content_freshness and content_audit for ongoing monitoring of Perplexity or Copilot citations.
Who This Is For
SEO specialists optimizing for LLM discoverability, digital marketers tracking brand mentions in AI responses, content auditors ensuring freshness and compliance, and agencies managing multi-platform AI visibility.