Proof of Usefulness Report

CyberLabs

Analysis completed on 3/11/2026

+90.2

Proof of Usefulness Score

You're In Business

The project addresses a practical real-world need in cybersecurity and benefits from a university foundation at UTN-FRT. However, the submission exhibits severe red flags regarding its traction, citing unsupported metrics ('all time marketcap: 50000') and highly exaggerated reach ('everyone', 'most people have used my product'). Due to the lack of verifiable product adoption, vague technical details, and poor response quality, the project scores in the minimal traction category.

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Score Breakdown

Real World Utility+75.0

Audience Reach Impact+2.0

Technical Innovation+3.75

Evidence Of Traction+1.25

Market Timing Relevance+20.0

Functional Completeness+0.5

Subtotal+102.5

Usefulness Multiplierx0.88

Final Score+90

Project Details

Project URL

cyberlabs.ai

Description

We are a dedicated team of students and professors from the National Technological University, Regional Faculty Tucumán (UTN-FRT), specializing in cybersecurity. Our expertise spans technical and process audits, risk management, and compliance. Passionate about knowledge transfer and teaching, we are committed to delivering comprehensive cybersecurity solutions while fostering education and promoting best practices in the field.

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