Proof of Usefulness Report

DrugViu

Analysis completed on 1/19/2026

+73
Proof of Usefulness Score
You're In Business

The project is a legitimate, venture-backed digital health platform (formerly DrugViu, rebranded to ViuHealth in 2022) addressing critical disparities in clinical trials and autoimmune care. While the submission itself is of low quality with inaccurate claims (e.g., 'most people have used my product', 'reach: everyone'), external verification confirms meaningful traction, including seed funding (~$1M+), partnerships with patient advocacy groups, and a community of ~35,000 members. The score reflects high real-world utility and market relevance, heavily penalized for the submission's false traction statements and lack of detail.

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Score Breakdown

Real World Utility+27
Audience Reach Impact+4
Technical Innovation+9
Evidence Of Traction+17
Market Timing Relevance+9
Functional Completeness+0
Subtotal+66
Usefulness Multiplierx1.09
Final Score+73

Project Details

Project URL
Description
Data science and clinical trial platform
Audience Reach
everyone
Target Users
everyone
Technologies
Healthcare Tech
Traction Evidence
most people have used my product

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