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How Anovox scores, ranks, and verifies AI visibility — explained with the actual mechanics, plus what we're shipping and what we're seeing across tracked workspaces.
AI answers change from one run to the next even when nothing about your brand has changed. Here's how much they wobble, how many answers you need before trusting a number, and how to judge whether a specific fix worked.
Everyone in GEO quotes a Share of Voice number. Here's our exact formula, a worked example, and why per-engine splits matter more than the headline.