The Clarity Score™ Isn't Assigned.
It's Learned.
We built a semantic analysis engine that reads what patients actually say — because stars aren't enough to tell the full story.
The Philosophy
Netflix didn't manually rate every movie. They built a system that learned from what customers actually watched, rated, and abandoned.
We do the same thing for Botox providers.
The InjectorIndex Index is a proprietary data-driven ranking engine that learns from patient language and clinical quality patterns. The more data our engine analyzes, the stronger the "Signal" becomes. We don't award points based on a static rubric; we measure clinical and aesthetic relevance through proprietary clinical quality data.
Why Star Ratings
Are Broken
A provider can have 4.9 stars and still leave you with a frozen face. Star ratings alone can be gamed, and they don't capture the nuance of aesthetic results.
Semantic Flag Example
The Four Signals
Our proprietary engine analyzes dozens of independent data vectors—which we group into four primary Signals—to determine a provider's rank.
Natural Language Signal
Our model is trained to identify language that indicates natural, conservative outcomes. It differentiates between "looking refreshed" and "looking like I had work done."
Transparency Signal
Providers who publish real per-unit pricing strengthen their transparency score. Hidden pricing often correlates with high-pressure sales environments, which our engine detects and penalizes.
Verification Signal
We cross-reference every provider against the federal NPI database. If we can't verify their professional standing, their index presence is restricted.
Consistency Signal
Recent data is prioritized through recurring audits. A provider who was great in 2019 but has poor reviews in 2026 will see their signal fluctuate based on current performance.
The Clarity Score™ is Dynamic.
A provider's score can change daily based on new data. We don't believe in permanent rankings. You have to earn your place in the index every single month.
Are you a provider?
Claim your profile to verify your credentials, list your pricing, and ensure our engine has the most accurate data for your practice.
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