Proof of Usefulness Report

Qxresearch AI

Analysis completed on 3/18/2026

+6.8

Proof of Usefulness Score

You're In Business

The submission contains highly exaggerated and unverifiable claims, such as 'most people have used my product' and an unexplained 'all time marketcap: 2500000'. The lack of verifiable active users, revenue, or specific technical details results in very low traction and utility scores. Due to vague and unsupported answers across the board, the lowest quality multiplier (0.5) was applied to all criteria.

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Score Breakdown

Real World Utility+2.5

Audience Reach Impact+0.5

Technical Innovation+2.25

Evidence Of Traction+0

Market Timing Relevance+2.5

Functional Completeness+0.25

Subtotal+8

Usefulness Multiplierx0.85

Final Score+7

Project Details

Project URL

qxresearch.org

Description

qxresearch AI is a research lab focused on Machine Learning, Deep Learning, and Computer Vision. Our team aspires to make discoveries that hold a broad impact, and at the core of our approach lies the sharing of our findings in the field. Our researchers regularly publish in academic journals, release projects as open source on GitHub, and apply these findings in practical applications.

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