geo-visibility-checklisted

# GEO Visibility Check ## Overview Buyers increasingly start, and often finish, their research inside AI engines. This skill answers the first question of any GEO effort: for the questions that matter, does the brand appear in AI answers, and if not, who does and through which sources? It assembles a small panel of buyer prompts, runs each through the engines with full citation tracing, and delivers a per-prompt visibility verdict plus a read on where the winning answers come from. One-shot by design; it is the measurement pass that tells you whether a full GEO program is worth running. ## When to Use Activate when the user asks: - "Do AI assistants recommend [BRAND]?" - "Check our AI/GEO visibility" - "Where does [BRAND] show up in ChatGPT/Claude/Gemini answers?" - "Who wins [CATEGORY] in AI answers, and why?" - "Run a GEO audit for [PRODUCT]" - "Which sources do AI engines use for our category?" ## Setup & Authentication Before fetching data, ensure Xpoz access is configured. Follow these checks in order. ### Check 1: Already authenticated? **If you have MCP tools**, try calling any Xpoz tool (e.g., `checkAccessKeyStatus`). If it works → skip to Step 1. **If you have the SDK**, try: ```python from xpoz import XpozClient client = XpozClient() # reads XPOZ_API_KEY env var ``` If this succeeds without error → skip to Step 1. If neither works, you need to authenticate. Get a free access key (below). --- ### Recommended: a free access key Real analyses need a real