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How small businesses get found when the answer is written by AI.

Search shifted from ranked links to synthesized answers, and most small businesses aren't built for it yet. This is the practical work of catching up: what to fix first, what earns a citation, and what to ignore.

What's going on with your AI visibility right now?

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When I publish new research or find something that's working in AI search, I'll send it your way. Only when I have something worth your time. Promise I won't spam you, I'm too busy testing this stuff myself.

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