Proof of Usefulness Report

LeakTrace

Analysis completed on 3/7/2026

+11
Proof of Usefulness Score
You're In Business

The project 'LeakTrace' presents a functional landing page for dark web monitoring, addressing a genuine cybersecurity need. However, the submission is critically undermined by demonstrably false traction claims (stating 'most people have used my product'), unprofessional data entry (citing 'marketcap' for revenue), and a lack of verifiable technical details. While the website exists and the market timing is relevant, the low-effort submission and credibility red flags result in a minimal score.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.5
Technical Innovation+1.5
Evidence Of Traction+0.0
Market Timing Relevance+2.5
Functional Completeness+0.25
Subtotal+9.75
Usefulness Multiplierx1.12
Final Score+11

Project Details

Project URL
Description
LeakTrace provides AI-powered dark web monitoring to protect individuals and businesses from data breaches. Visit https://getleaktrace.com/ for more information.

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