AEO/GEO Intelligence

Metrics: mention rate, citation rate, share of model, share of AI voice, sentiment and the AI Visibility Score are defined, with formulas, in skills/context-engine/ai-visibility-metrics.md. Report every score with its formula and its sample size (n).

Script location. If your host does not set ${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin's scripts/ folder, next to skills/. Run them with Python 3.10 or newer: python, or python3 where python is not found (macOS, many Linux systems).

When to Use This Skill

Activate this module when the user's request involves any of the following:

• AI Visibility: Questions about how a brand, product, or person appears in AI-generated answers (ChatGPT, Perplexity, Google AI Mode, Google AI Overviews, Copilot, Gemini, Claude)
• Answer Engine Optimization (AEO): Optimizing content so it gets selected as a source for AI-generated answers
• Generative Engine Optimization (GEO): Structuring content and entities so generative AI platforms accurately represent a brand
• Citation Tracking: Monitoring which sources AI models cite when answering queries related to a brand or industry
• Entity Consistency: Ensuring brand information is uniform across all knowledge sources that AI models train on or retrieve from
• Knowledge Graph Optimization: Improving how a brand is represented in Google Knowledge Graph, Wikidata, and other structured knowledge bases
• Structured Data for AI: Implementing schema markup and structured data specifically to improve AI comprehension and citation likelihood

Trigger phrases: "AI visibility," "how does ChatGPT describe my brand," "Perplexity results," "AI Mode optimization," "AI Overview optimization," "answer engine," "generative engine," "LLM optimization," "AI citations," "entity consistency," "Knowledge Graph"