Round 1 Winners!
Proof of Usefulness Report

Ai Pentest Ltd.

Analysis completed on 3/11/2026

+14.18
Proof of Usefulness Score
You're In Business

The project tackles a valid problem in cybersecurity (automated penetration testing), but suffers from extremely vague details and highly unrealistic statements. Claims such as 'most people have used my product' for a team of 6 and an undefined audience of 'everyone' severely undermine credibility. The lack of verifiable technical information and unusual metrics ('all time marketcap: 500000' for monthly revenue) results in low scores and 0.5 quality factor penalties across the board, placing it near the bottom of the calibration scale.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+1.00
Technical Innovation+2.25
Evidence Of Traction+0.625
Market Timing Relevance+2.00
Functional Completeness+0.125
Subtotal+13.5
Usefulness Multiplierx1.05
Final Score+14

Project Details

Project URL
Description
AiPenTest: Swift, comprehensive autonomous penetration testing with free remediation tests. Secure your business cost-effectively.

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