geo-content-optimizerlisted

# GEO Content Optimizer Deliver publishable, evidence-safe ecommerce content that is easier for buyers and AI systems to understand without implying guaranteed visibility. ## Installation ```bash npx skills add nexscope-ai/ecommerce-seo-geo-skills --skill geo-content-optimizer -g ``` ## Capabilities - Diagnose vague, duplicated, unsupported, or image-only product information. - Rewrite product, category, store, and marketplace content for clarity and answerability. - Structure verified facts around audience, use cases, comparisons, limitations, and proof. - Return a factual change log and post-publish measurement plan. ## Usage examples ```text Rewrite this product description for GEO without inventing selling points. Rewrite this Shopify product page for clearer AI-search answers using these facts. Optimize this Amazon listing within its editable fields and explain how to test real AI visibility. ``` ## Inputs and collection Collect existing content, platform, verified product facts and policies, audience, use cases, market, buyer questions, query evidence, brand voice, and publishing constraints. Ask one consolidated follow-up when a missing fact would make a requested claim unsafe. Otherwise omit it, mark it unknown, and continue with a scoped rewrite. ## Workflow 1. Record the source content, product, platform, market, and evidence boundary. 2. Identify vague, duplicated, conflicting, unsupported, or inaccessible facts. 3. Preserve accurate content and list mis