Proof of Usefulness Report
Qiu
Analysis completed on 3/20/2026
+49.2
Proof of Usefulness Score
You're In Business
The project targets a genuine real-world problem (medical center wait times) but provides completely unsubstantiated claims ('most people have used my product', 'everyone' as audience) and severely lacks technical detail ('Internet' as sole technology). These red flags result in low scores across traction, audience reach, and response quality.
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Score Breakdown
Real World Utility+37.5
Audience Reach Impact+2.5
Technical Innovation+7.5
Evidence Of Traction+0
Market Timing Relevance+10
Functional Completeness+2.5
Subtotal+60
Usefulness Multiplierx0.82
Final Score+49
Project Details
Project URL
Description
Qiu est une solution innovante dédiée à réduire l’attente dans les centres médicaux et à améliorer l'expérience des patients. Grâce au machine learning, Qiu anticipe le retard des médecins et prévient automatiquement tous les patients concernés.
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