What problem does it solve? Content creators lack a structured way to evaluate whether their blog posts are likely to be cited by AI answer engines like ChatGPT, Perplexity, and Google AI Overviews, leaving optimization to guesswork. ## Core Features & Use Cases - AI Citation Readiness Scoring: Scores posts on a 0-100 heuristic across five categories: evidence-backed citability, purpose fit, entity clarity, content structure, and AI crawler accessibility. - Platform-Specific Analysis: Generates per-platform recommendations for ChatGPT, Perplexity, Claude, Gemini, Copilot, You.com, Google AI Overviews, and Google AI Mode. - Evidence Discipline: Enforces source-backed benchmarks with URL, methodology, and retrieval date, labeling unsupported numbers as directional. - Use Case: A content marketer runs the audit on a new blog post, receives a 62/100 score with a section-by-section citability table, and applies the prioritized fixes to improve extractability before publishing. ## Quick Start Run the blog-geo audit on my draft post at content/posts/my-article.md and show the citation readiness report.
