Claude is built to avoid overstating confidence, so on a comparison question it usually returns a set of options with the trade-offs attached rather than a single winner. That changes what you're competing for. The goal isn't to be declared the top choice, it's to be one of the three or four names that appear consistently and to control how you're characterised when you do. A brand described as the option for regulated environments wins a specific buyer every time that phrasing appears, which is why we track sentiment and framing alongside mention rate.