GEO audit report

Use this skill when the user wants to measure how an organization appears in AI answers, citations, search traces, maps, or related fan-out queries. The workflow has four phases: prompt set, audit run, audit package, and analysis.

Before the audit

Run the shared preflight in ../docs/credentials-and-tooling.md. Read .seo-context.md when present and reuse it for site, market, competitor, and content-priority context. Resolve the canonical domain from project evidence and ask one compact checkpoint only for high-impact GEO inputs that remain unknown. If the user skips a question, state assumptions and limitations; never invent priorities, markets, conversion value, or edit permission.

Collect:

• target domain(s), brand terms, and optional competitor domains
• a prompt file or 2–10 initial prompts
• country and language
• the provider and chatbots to run

Tooling & credentials