Being mentioned by ChatGPT or another AI platform may feel like success—but a brand mention, source citation and actual recommendation represent very different levels of AI-search visibility. This guide explains what each metric means, how B2B companies should measure them, and why recommendation quality may ultimately matter more than raw mention counts.

Traditional rank tracking tells you where your website appears for keywords. AI search requires another layer: understanding whether ChatGPT, Gemini, Perplexity and other answer engines mention, recommend, compare or trust your company when buyers ask real commercial questions. Here are 50 prompts every B2B organisation should monitor.

Service pages now need to work across conventional search, answer-led results and AI-assisted discovery. This guide explains how to structure them using answer-first introductions, clear service definitions, buyer-focused headings, evidence, FAQs, internal links and accurate structured data.