Round 1 Winners!
Proof of Usefulness Report

Malik Bouaoudia

Analysis completed on 3/12/2026

-10.93
Proof of Usefulness Score
Lab Mode

The submission is a personal portfolio website but contains grossly exaggerated and unverified claims, such as 'most people have used my product' and an 'everyone' audience reach. These troll-like responses provide zero verifiable evidence of traction and trigger red flags, resulting in negative scores across reach, traction, and response quality per the calibration guidelines.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact-5.00
Technical Innovation+0.38
Evidence Of Traction-7.50
Market Timing Relevance+0.50
Functional Completeness-1.25
Subtotal-11.62
Usefulness Multiplierx0.94
Final Score-11

Project Details

Description
Product-minded builder exploring AI, product design, and fast MVPs. MSc CS @ UCL. Portfolio, projects, and essays by me, myself, and I.

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