Proof of Usefulness Report

Quannt

Analysis completed on 3/20/2026

-19.25

Proof of Usefulness Score

Lab Mode

The submission exhibits significant red flags, including unsubstantiated and absurd claims ('most people have used my product', audience reach of 'everyone'). The mention of 'marketcap: 500000' as monthly revenue suggests a speculative crypto token rather than a legitimate software business. The vague technical descriptions and zero effort in the application result in a negative score based on calibration guidelines for submissions with extreme red flags.

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Score Breakdown

Real World Utility-2.5

Audience Reach Impact-4.0

Technical Innovation-1.5

Evidence Of Traction-7.5

Market Timing Relevance+0.0

Functional Completeness-2.0

Subtotal-17.5

Usefulness Multiplierx1.1

Final Score-19

Project Details

Project URL

quannt.net

Description

We offer a no-code platform that allows users to create, train, and edit quantum machine learning models.

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