Questions, answered directly.
What is AI Visibility Engineering?
AI Visibility Engineering is our practice of structuring a business's digital presence — content, schema markup, site architecture, and AI-agent interfaces — so AI answer engines and generative search systems can find, understand, and recommend it accurately. It combines AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) into a single implemented system.
What is the difference between AEO, GEO, and traditional SEO?
Traditional SEO optimizes for ranking in search result lists that a human scrolls through. AEO (Answer Engine Optimization) optimizes for being the direct answer a system like an AI assistant gives. GEO (Generative Engine Optimization) optimizes for being cited or summarized correctly inside AI-generated responses. We implement all three together since they share the same technical foundation.
How does the Launch plan website work?
After payment, you set your password and fill out a short form with your company details, copy, images, and FAQs. Your AI-optimized page goes live instantly at tropicalmatrix.com/your-business, with schema markup and AEO structure already built in. You can log back into Dashboard anytime to edit it.
Do you work with businesses outside Puerto Rico?
Yes. Tropical Matrix is based in San Juan, Puerto Rico, but our services are built for a global audience — any small, mid-sized, or enterprise business, or traditional advertising agency, anywhere.
Can Tropical Matrix work alongside our existing advertising agency?
Yes. We frequently work as the AI Visibility and technical implementation layer behind traditional advertising agencies who want to offer AI-native services to their own clients without building that capability in-house.