Comprehensive directory and two-sided marketplace for outpatient rehabilitation therapy using an AI-driven proprietary scoring system and smart matching to pre-vet and funnel best-fit therapists, patients, and clinics. Streamlines hiring for patients and employers, optimizes practice management, and provides transparent, actionable tools to reduce resource exhaustion.