Round 1 Winners!
Proof of Usefulness Report

TMJ Registry

Analysis completed on 6/9/2026

+85.5
Proof of Usefulness Score
You're In Business

TMJ Registry is a highly specific, niche medical application with strong problem-solution fit, conceptualized and built by a domain expert. It solves a real clinical need for standardized data collection in maxillofacial surgery. While the technical implementation is solid and the project demonstrates clear clinical utility, its current evidence of traction (10 institutes, 200 patient records) and overall audience reach are minimal compared to broader internet-scale applications, placing its final score in the minimal traction tier.

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Score Breakdown

Real World Utility+45.0
Audience Reach Impact+2.0
Technical Innovation+18.0
Evidence Of Traction+5.0
Market Timing Relevance+10.0
Functional Completeness+10.0
Subtotal+90
Usefulness Multiplierx0.95
Final Score+86

Project Details

Project URL
tmjregistry.net/
Description
TMJ Registry is a secure, cloud-based platform developed for oral and maxillofacial surgeons to systematically collect, manage, and analyze data related to temporomandibular joint (TMJ) disorders and treatments.TMJ Registry is a secure, cloud-based platform developed for oral and maxillofacial surgeons to systematically collect, manage, and analyze data related to temporomandibular joint (TMJ) disorders and treatments.TMJ Registry is a secure, cloud-based platform.
Audience Reach
This is purely registration based so there is request tab on site maxillofacial surgeon who are practicing TMJ can request access and once approve than can start logging their patient data
Target Users
TMJ Registry is a secure, cloud-based platform developed for oral and maxillofacial surgeons to systematically collect, manage, and analyze data related to temporomandibular joint (TMJ) disorders and treatments. So currently there are 10 institute enrolled and already more than 200 patient data entered
Technologies
Other, TMJ Registry is a secure, cloud-based multi-center platform for TMJ Arthroscopy and Total Joint Replacement (TJR) data collection, outcome tracking, and research. Built using Django, PostgreSQL, Redis, Celery, Docker, and Coolify, it supports structured clinical data capture, imaging storage, analytics, automated reporting, and long-term follow-up. The platform uses Cloudflare R2 for media storage, Grafana/Loki for monitoring, and automated disaster recovery backups across multiple servers. Designed by a maxillofacial surgeon, it enables collaborative research, quality improvement, and evidence-based TMJ care across institutions
Traction Evidence
TMJ Registry is a secure, cloud-based multi-center platform for TMJ Arthroscopy and Total Joint Replacement (TJR) data collection, outcome tracking, and research. Built using Django, PostgreSQL, Redis, Celery, Docker, and Coolify, it supports structured clinical data capture, imaging storage, analytics, automated reporting, and long-term follow-up. The platform uses Cloudflare R2 for media storage, Grafana/Loki for monitoring, and automated disaster recovery backups across multiple servers. Designed by a maxillofacial surgeon, it enables collaborative research, quality improvement, and evidence-based TMJ care across institutions

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline