Benchmarking your AI visibility against competitors requires comparing recommendation frequencies across major platforms to identify market gaps. Testing 50 to 100 prospect queries across ChatGPT, Claude, Perplexity and Gemini provides a baseline mention rate. Achieving a recommendation frequency above 30 per cent demonstrates strong positioning, whilst scores under 15 per cent highlight limited visibility.