Today we’re proud to share that RatingsMD has been named to Fast Company’s 2026 Most Innovative Healthcare Companies List. The recognition reflects an important shift happening across healthcare.
More and more, patients are turning to AI assistants and AI-powered search to help them choose doctors, evaluate services, and understand their options. These systems rely heavily on structured, trustworthy signals to determine which providers and health systems they surface.
For health systems, this creates an entirely new challenge: how to ensure the authentic voice of their patients is visible and understandable in the AI ecosystem. That’s exactly what we’ve been building at RatingsMD.
Turning Patient Voices Into AI-Readable Signals
Health systems collect enormous volumes of patient feedback. But historically, that information has been scattered across surveys, websites, and review platforms—making it difficult for AI systems to interpret or trust. RatingsMD helps solve that by transforming patient reviews into structured signals that both people and AI platforms can understand. Our platform helps health systems increase AI visibility through several key innovations:
Independent Ratings.MD Listings — RatingsMD publishes authoritative profiles for physicians, locations, and services—creating trusted external signals that AI systems can reference.
Aggregated Star Ratings & Reviews — Patient experience data is structured across locations, specialties and service lines, giving AI systems richer context when recommending care options.
AI-Powered Sentiment Summaries — Structured summaries help translate the patient voice into concise signals that AI platforms can easily interpret.
Two-Way Authority Loop — RatingsMD creates a reinforcing signal between health systems and independent review sites. Patient feedback published by health systems is amplified through RatingsMD’s independent listings and AI summaries — creating a loop of trusted signals that AI systems can recognize.
Real-World Adoption at Scale
Healthcare is known for being cautious when it comes to adopting new technologies.
What’s exciting right now is that many of the largest health systems in the country are already implementing these capabilities — using RatingsMD to structure thousands of patient reviews into insights that AI platforms can understand and surface.
In other words, this isn’t theoretical. It’s happening now, in real healthcare organizations, at real scale.
The Next Era of Healthcare Discovery
As AI increasingly becomes the starting point for healthcare discovery, the organizations that succeed will be the ones whose patient voice is structured, visible, and trusted by AI systems. That’s the future we’re helping build.
We’re honored that Fast Company recognized RatingsMD’s work in this year’s Most Innovative Healthcare Companies list — and we’re even more excited about what comes next.
The role of patient voice in healthcare is evolving quickly, and we believe it will become one of the most important signals shaping how patients find care in the AI era.