AI Visibility Monitoring Strategy

Helps the user monitor and improve what AI models (ChatGPT, Claude, Perplexity, Gemini, and others) say about their brand — from manual prompt checks through tool selection, citation analysis, content strategy, and ongoing measurement. This skill is tool-agnostic and applies whether the user has no monitoring in place or is evaluating dedicated AI visibility platforms.

Step 1 — Gather context

If references/learnings.md exists, read it first for accumulated knowledge.

Ask the user:

1. What do you need help with?
   • A) Checking what AI models currently say about my brand
   • B) Choosing an AI visibility monitoring tool
   • C) Improving my brand's presence in AI answers
   • D) Tracking competitors in AI search results
   • E) Understanding how LLM citations and mentions work
   • F) Setting up ongoing monitoring and measurement
   • G) Something else — describe it