ai-visibility-auditlisted

# AI visibility audit Rank tracking asks where a page sits. This asks what the assistant says, whether the brand is in the answer, and which sources put it there. The value is in re-running the same panel monthly, so the panel is frozen and saved. ## Before you start - Load the core `routergrowth` skill (https://www.routergrowth.com/SKILL.md) if it is not loaded. Confirm access with the free `balance` tool or `routergrowth balance`. - Ask for: the brand and domain, the category in the buyer's words, three to five competitors, and the market (country, language). - Inspect `aeo.answer`, `aeo.mentions`, `aeo.keywords` and `seo.serp` once and show the prices. `aeo.answer` is priced per assistant (inspect lists them under pricing by platform): perplexity $0.015, chatgpt $0.06, gemini $0.0765, claude $0.1035 when this was written, so one prompt across the four is about $0.26 and a 20-prompt panel about $5.10 before the mentions and SERP passes. Quote that before running. ## Steps ### 1. Build and freeze the panel 15 to 20 buyer questions in four groups, phrased the way a buyer talks to an assistant: - category ("best tools for X", "how do teams do X") - comparison ("A vs B", "alternatives to A") - problem ("how do I fix X", "why does X happen") - brand-direct ("is Brand good for X", "Brand pricing") Save the panel to `panel.json` with a version and a date. Do not change it between runs; add a new version instead. Optional: `aeo.keywords` with the panel's key phrases return