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Twin Cities AI Visibility Index
We ask AI assistants to recommend a local provider across the categories most Twin Cities businesses compete in, and we publish how many real businesses they name. The data is free to use with attribution.
2026-07-31
Q3 2026 release
897 of 906 Twin Cities businesses were not recalled by either assistant.
How we measure this
Press and data requests