Most tools focus on SEO, ads, socials... This project focuses on how AI assistants interpret and select ecommerce stores when users ask buying questions — and why many stores get ignored even with traffic. It targets a small set of missing content and technical signals (buyer context, product clarity, basic structured data) that help AI systems understand and trust a store, without rebuilding everything.