Are we consultants for ChatGPT brand visibility?
Yes, and ChatGPT is usually the first surface that clients ask us about. People come to it for exploratory research and brand comparison. Our work shapes the content those queries land on, then verifies GPTBot and ChatGPT-User can actually reach it.
That means clear answers to the questions a buyer is asking, structured comparisons, and reference-grade brand facts the model can summarize without losing context. It translates directly to Claude, Perplexity, and the rest. The measurement framework lives in LLM Traffic Monitoring: The Three Signals.