Generative Engine Optimization (GEO) platform that uses real-world GenAI query data, a virtual API, RAG system, and LLM replication to track brand appearances across ChatGPT and other generative AI platforms and benchmark performance versus competitors. Enables brands and organizations (startups, SMBs, enterprises) to optimize content for citations and traffic, control AI access to content, and attribute queries end-to-end.