OpenEvidence flywheel: classifying clinician queries reveals real demand in high-value scenarios

FinanceYF5 · x · 2026-09-24

Continuing the earlier thread: the author argues that classifying OpenEvidence's 5 queries per doctor per day reveals which clinical problems lack knowledge and solutions—letting the company add materials, fund research, or launch projects accordingly. Whoever sees the real demand in a high-value scenario fastest gets the strongest product flywheel, and OpenEvidence is doing exactly that for medicine.

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