The baseline every AI visibility program starts from: how assistants currently describe and cite your brand versus competitors, measured across a niche-specific prompt set in ChatGPT, Perplexity, Gemini and Google AI Overviews. You get the numbers, the gaps and a concrete improvement plan. Most brands have never seen this data about themselves — it tends to be sobering, and extremely useful.