Proof of Usefulness Report

Algolyst

Analysis completed on 3/22/2026

-18.69

Proof of Usefulness Score

Lab Mode

The submission presents multiple severe red flags, including absurd and mathematically impossible claims ('most people have used my product', 'audience reach: everyone'). The reported revenue ('all time marketcap: 500000') indicates confusion between a speculative token and verifiable business revenue. Technical claims relying on 'Quantum Probability' appear to be baseless buzzwords without evidence. Due to these unverified assertions and exaggerated traction metrics, the submission receives heavy penalties, placing its score below 0.

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Score Breakdown

Real World Utility+6.25

Audience Reach Impact-5.00

Technical Innovation+7.50

Evidence Of Traction-25.00

Market Timing Relevance+2.50

Functional Completeness-2.50

Subtotal-16.25

Usefulness Multiplierx1.15

Final Score-19

Project Details

Project URL

algolyst.com

Description

Leveraging the Power of Machine Learning and Quantum Probability to Architect and Manage the Next Generation of Financial Products and Services

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