Anyone else find tracking brand performance in chatgpt responses over time harder than the guides suggest?

i understand the theory of tracking brand performance in chatgpt responses over time, i just can't make it work in practice. is there an order that works better?
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1 Answer

maya_ppc Nov 12, 2026
clickthruluc
It's harder because there's no fixed ranking to track. The same prompt gives different answers on different runs, model updates change things overnight, and logged-in users get personalised answers. What works better is measuring share of mentions across a big set of prompts instead of one "position".