Use when planning AEO content, turning a board into article briefs, running a measure→ship→re-run loop, or debugging why live pages still get zero mentions (retrieval / Search Console). Complements the aeo measurement skill and the aeo-board skill.
Measure whether Claude Code, Codex, or Grok mention a target brand on realistic questions. Two arms per query (knowledge vs search). Use when asked to run AEO, brand-visibility, or mention checks against local coding-agent CLIs.
Render and read an AEO decision board (scoreboard + per-query calls) from a local-CLI evidence run. Use when the user wants a table, scoreboard, what we should do, or analysis of an AEO run.