“Video · People · Clinician” leans positive but isn't yet statistically conclusive — worth a controlled test.
2 ads, lift +28% (not yet significant). A small test would confirm it.
Where this signal comes from, and where it doesn't (yet).
2 ads in this account
Agency & industry cohorts
Model inference
Estimated lift – on Engagement rate.