geo-content-optimizerlisted

# GEO Content Optimizer Classic SEO gets you ranked. **Generative Engine Optimization (GEO)** gets you *quoted* — cited inside an AI answer where the click, the trust, and the brand lift now happen. This skill audits content against the signals language models actually reward and rewrites it to be citable. ## Fallback: Running in Cloud/Web Environments (e.g., Claude.ai, CoWork) If you are running in a cloud-based or web-based environment (such as Claude.ai web or CoWork) where local file system or repository access is unavailable: 1. Ask the user to paste the target article text or provide the URL directly in the chat. 2. Ask the user to define the target query/topic they want the content to be cited for. 3. Perform the complete audit and rewrite manually within your conversation context. 4. Output the same formatted scorecard and rewrite templates as defined below. --- ## Workflow 1. **Intake & Discovery:** - Locate the target page content (either by reading a local file, or asking the user to paste it). - Get the primary search query or question they want the page to answer. 2. **The 5-Lever Citability Audit:** - Evaluate the content from 0 (absent) to 2 (strong) across these 5 levers: - **Answer-First Structure:** Are direct, self-contained answers placed at the start of each section? - **Extractable Units:** Are claims written in short, simple sentences, using bullet points/tables where possible? - **E-E-A-T Evidence:** Are claims backed by