Proof of Usefulness Report

Curevo Vaccine

Analysis completed on 2/4/2026

+415
Proof of Usefulness Score
Certified Problem Solver

Curevo Vaccine is a high-potential, clinical-stage biotechnology company with over $190M in verifiable funding (Series B) and positive Phase 2 data for its shingles vaccine, CRV-101. While the project itself demonstrates exceptional real-world utility and market relevance as a competitor to Shingrix, the submission quality is critically poor, containing false claims about user adoption ('most people have used my product') and irrelevant tags ('software-development'). The score reflects the massive verifiable value of the entity, heavily penalized for the low-quality and inaccurate submission data.

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Score Breakdown

Real World Utility+23.75
Audience Reach Impact+8.50
Technical Innovation+13.50
Evidence Of Traction+11.88
Market Timing Relevance+9.00
Functional Completeness+0.25
Subtotal+66.88
Usefulness Multiplierx1.03
Final Score+415

Project Details

Description
Curevo Vaccine is a clinical-stage biotechnology company focused on developing next-generation non-mRNA vaccines for unmet medical needs. Their lead product, amezosvatein (CRV-101), is an adjuvanted subunit vaccine designed to prevent shingles and chickenpox. The company aims to create vaccines with improved efficacy, tolerability, and accessibility, positioning itself as a competitor to existing market leaders like Shingrix.

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