Round 1 Winners!
Proof of Usefulness Report

GCR

Analysis completed on 3/23/2026

+350
Proof of Usefulness Score
Certified Problem Solver

GCR demonstrates excellent real-world utility by addressing global medical clinic transparency and aggregating substantial clinic data. However, the submission suffers from highly vague and exaggerated claims ('most people have used my product', 'everyone' as audience), along with suspicious metrics (team size of 750 vs $2.5M market cap and lack of defined tech stack). These discrepancies result in a heavy 0.5 Quality Factor penalty across reach, traction, technical innovation, and response quality.

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Score Breakdown

Real World Utility+200
Audience Reach Impact+30
Technical Innovation+15
Evidence Of Traction+37.5
Market Timing Relevance+70
Functional Completeness+5
Subtotal+357.5
Usefulness Multiplierx0.98
Final Score+350

Project Details

Project URL
Description
GCR.org - Choose wisely. Mission: That every patient decision starts with data first. About: GCR.org is the largest independent comparison of medical clinic quality worldwide. We provide trusted, real-time quality scores on medical facilities worldwide, to help patients make a safer, easier, better choice of clinic for any medical issue that they may be facing. Traction: Over the past 3 years, we have rated 430,000+ clinics & hospitals across 126 countries from 8 medical specialisations including 3,700,000+ data points from patients. We have actively directed 1000's of patients to these clinics, and provide personalised data support for over 200+ clinics that have gone through GCR international accreditation. Roles: Collect: GCR.org enables the world to collect real-time data on medical facilities. Analyze & Simplify: We then analyse and simplify this data, making it accessible to the world through live rankings and reports. Patients visiting GCR.org are also able to choose and contact medical clinics directly. Demonstrate & Share: We provide international accreditation <link> for any medical facility that meets GCR standards and help these clinics use our data to improve their reputation, revenues, patient outcomes and patient experience. Clinics using GCR.org also have access to tools that help them to increase transparency, implement best practices and display their GCR Score. Vision: Simplify and expand the range of medical facility options for millions of patients. Save and improve lives through demonstrating which clinics or doctors have better patient outcomes. Provide medical facilities anywhere in the world with a road-map as for how to improve, collect patient outcomes, and demonstrate their excellence. Values: Patient First - presenting patients with options for affordable, safer personalised medicine and care. Data-driven - using hard facts to provide a transparent, fair comparison of clinic quality and patient outcomes. Collaboration - working with leading technology such as machine learning and artificial intelligence, exemplary clinics, healthcare experts, non-profit organisations and for-profit companies to be the very best that we can be. contact@gcr.org for more details.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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