Device-name split
Morpheus8 and SkinPen are different queries to AI
RF microneedling has split into its own category. Patients asking about Morpheus8 or Vivace expect a device-specific answer, and AI surfaces increasingly shortlist by the device name, not the generic treatment.
The audit checks whether your clinic is retrievable for the specific device you operate, and whether a competitor has quietly captured the device-name citation in your metro.