Round 1 Winners!
Proof of Usefulness Report

Acuratio

Analysis completed on 3/24/2026

-44
Proof of Usefulness Score
Lab Mode

The submission contains major red flags. Claims such as 'most people have used my product' are unsubstantiated and highly improbable. Citing 'all time marketcap: 2500000' for monthly revenue indicates a token project rather than a traditional business with measurable revenue. Vague answers across audience reach ('everyone'), technologies used ('Software Development'), and project details warrant the lowest quality factor (0.5) and significant penalties. These red flags result in negative scores for reach and traction, bringing the final evaluation below zero.

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Score Breakdown

Real World Utility+50
Audience Reach Impact-20
Technical Innovation+15
Evidence Of Traction-125
Market Timing Relevance+25
Functional Completeness+0
Subtotal-55
Usefulness Multiplierx0.8
Final Score-44

Project Details

Project URL
Description
Privacy-preserving machine learning.

Algorithm Insights

Market Position
Early stage requiring focused development
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