Dr. Matt Mahlberg, MD

Patient rating is a strong signal, bolstered by high ratings and a large volume of reviews, though this is inherited from the clinic. The practitioner's web presence is also strong, with a broad spread across the internet. Credentials are good, featuring board certification and advanced training, though these are self-declared. There is a notable gap in social reach.

Earned from public signals — never pay-to-play. Missing data lowers confidence, not the score.