QME Market Intelligence
California DWC · monthly panels (cases) Jan 2015 – Jun 2026
Global · affects every tab
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Where the demand is

Each circle is a ZIP, sized by panel volume in your selected window and specialty.

Demand by specialty

Panels issued across the selected geography and window.

Panels Specialty ranking

Mix By clinical category

Where the opportunity is

Every ZIP sized by annual cases and shaded by how crowded it already is.

Ranked markets

Audit their existing locations

How each office they already run is actually doing. Darker ZIPs are the better fit.
Every ZIP they work is graded; nothing is recommended.

Build the best possible footprint

Ignore where they are. Where should they be?
Used only as the baseline to beat.
All eight selected means anywhere in California.