An office's AI visibility isn't a simple average of agent scores. AI-ready agents (70+) contribute more than their share to the office signal, and invisible agents (below 30) drag more than theirs — because AI engines weigh confidence asymmetrically. The fastest way to lift the office score is almost always to focus on the bottom third of agents, where missing profiles and basic entity gaps create the heaviest drag. A small lift across many weak agents typically outperforms a big lift on one top performer.
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