If you’ve invested money in third-party tools promising AI visibility tracking, rankings in ChatGPT, or guaranteed placement in generative answer engines, it’s time for a reality check. The way AI systems serve answers today makes those “AI rank reports” fundamentally unreliable, and wasting your marketing dollars on them won’t move the needle for your firm or brand. […]

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