RAG & Retrieval Architecture

An AI search visibility tool tracks whether a brand gets mentioned, cited, and accurately described when buyers ask ChatGPT, Perplexity, or Google AI Overviews a purchase-related question. It reports this as a Share of Voice score, alongside citation position and sentiment. Most SaaS marketing teams buy an AI search visibility tool the same way they…