Rank tracking measures one fixed position for one keyword; AI visibility measures whether your business gets named at all, and how it gets described. There is no position three in a ChatGPT answer. The same prompt can return different companies for different users, on different days, worded differently each time.
So you track it differently. Build a list of twenty to forty real buying prompts for your trade and cities, run them across ChatGPT, Perplexity, Gemini, and Copilot on a set schedule, and log three things: whether you were mentioned, which competitors were, and which sources got cited. The trend across dozens of prompts is the signal, not any single run.
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