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Directory accuracy report

Every number here is computed live from operational event timestamps; the report calculation does not read message content. For comparison, a 2023 U.S. Senate Finance Committee secret-shopper study found that directory listings led to an actual appointment just 18% of the time. That external benchmark provides context; it is not a promise that a Kairn listing will produce a response or appointment.

%Inquiries answered within 48 hours
%Ghost rate (inquiries unanswered after 7 days)
%Inquiries clients reported as unanswered (one-tap reports)
%Visible profiles confirmed taking clients in the last 14 days
%Active licenses re-verified in the last 90 days
%Clients confirming the listed fee matched what they paid (0 anonymous responses)

Methodology

Metrics are computed from operational tables over a trailing 90 days window — timestamps only; the calculation does not read message content. Raw data: /api/accuracy.

Cite this report

Kairn — Directory accuracy report, https://kairn.health/reports/accuracy (live, trailing 90 days). Benchmarked against the 2023 U.S. Senate Finance Committee secret-shopper study (18% appointment rate). Free to cite with attribution.

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