geo-prolisted

# GEO Pro Generative Engine Optimization = making AIs recommend and cite you when users ask for solutions in your category. Unlike SEO (ranking in search results), GEO is about being in the AI's training data, retrieval sources, and knowledge in a way that makes you the natural answer. Winning content is **parseable, quotable, and authoritative** — not keyword-stuffed. For traditional Google/Bing ranking work, pair this skill with the companion **`seo-pro`** skill. ## Triggers Activate on: AI optimization, generative engine optimization, AI recommendations, ChatGPT ranking, get recommended by AI, AI visibility, AI search optimization, AI citation rate, llms.txt, AI crawlers, entity optimization. ## Quick Reference | Situation | Read | |-----------|------| | Measure current AI visibility (query simulations across models) | `audit.md` | | Full GEO content audit of a page (70-point checklist) | Audit checklist below + `references/content-audit-template.md` | | One combined SEO + GEO audit report (P0/P1/P2, boss/operator/specialist modes) | `unified-audit.md` | | Scoring logic for the unified audit | `references/scoring-framework.md` | | Audit report output templates (operator / Chinese boss mode) | `references/output-template.md`, `references/output-template-zh-boss.md` | | Playbooks by business type (SaaS, ecommerce, local, publisher...) | `strategies.md` | | Evidence layer standard — citation weights, evidence discipline, primary sources | `references/geo-evidence-stand