TheDentist.ai
TheDentist.ai
Recognition on TheDentist.ai is positive-only, algorithmic, and never paid. This page explains exactly how a Verified Performance Score (VPS) is computed, what each tier means, and where the data comes from.
VPS is a composite, weighted score computed per recognition axis and per clinical subspecialty. It is built from inputs that can be verified independently — practice-published rates, NPPES registry data, anonymized patient survey responses (opt-in), Editorial Council case review, structured outcome questionnaires, and — for the Patient Favorite axis — confirmed patient submissions (reviews, x-rays, photographs) each authenticated by a human-in-the-loop auditor.
What VPS is not: star ratings, ad spend, or referral fees. We do not accept payment to influence rank.
Every dentist is evaluated across nine axes. A dentist can be elevated on any subset — most are recognized on one or two where they actually excel.
Demonstrated workflow for fearful patients: longer first visits, transparent narration, sedation options disclosed.
Comfort with parent-and-child scheduling, age-appropriate explanations, behavior guidance training.
Published rates within regional FAIR Health medians, financing transparency, no surprise upcharges.
Geriatric and adult-with-disability competence: longer chair time, wheelchair access, caregiver involvement.
Practitioner or staff fluency confirmed, not just translation services. Language pairs explicitly listed.
Demonstrated long-term patient retention and consistent recall cadence — not churning new patients.
Verified aesthetic outcomes across veneers, bonding, whitening and smile design — documented before/after case review by the Editorial Council.
Metal-free and biocompatible materials, SMART amalgam-removal protocol, minimally invasive and whole-body-aware care.
Earned only from confirmed patient submissions — reviews, x-rays and photos — each authenticated by a human-in-the-loop auditor before it counts.
The nine axes describe how a practice cares for people. Underneath them, TheDentist.ai also grades clinical performance by subspecialty — the procedures patients actually search for — and always reports that grade in the context of the axes it informs.
A clinician earns a Verified Performance Score and tier per subspecialty. An Invisalign / clear-aligner grade rolls up under the Cosmetic Dentistry and Family-Friendly axes; an implant or extraction grade rolls up under Continuity Champion and Anxious-Friendly. The full taxonomy covers:
As with axis recognition, subspecialty grading is positive-only: the absence of a grade is a neutral signal, never a negative one.
Each axis has four tiers. The default state is Listed — present in the directory, with no quality signal expressed either way. Absence of an elevated tier is never a negative judgment.
Every recognition tier change is logged with timestamp, input snapshot, and the reviewer (human Editorial Council member or named automated agent). Practitioners can request the audit trail for their own profile at any time.
Patient-facing AI content (the Smile Snapshot, plain-language condition descriptions) is generated by language models and surfaced as information, not diagnosis. AB 3030 disclosure is shown on every AI-assisted screen. Clinical recommendations are HITL — a licensed dentist must confirm.
This document is versioned. Material changes are announced at least 30 days before they affect any tier assignment. The current version is 2026.05 — which expanded recognition from six axes to nine (adding Cosmetic Dentistry, Biologic & Holistic, and Patient Favorite) and introduced clinical-performance grading by subspecialty.