Proof of Usefulness Report

DebugX

Analysis completed on 2/26/2026

+64
Proof of Usefulness Score
You're In Business

DebugX appears to be a small IT consultancy and 'social enterprise' offering generic AI and digital transformation services, rather than a scalable software product. The submission contains significant red flags, including demonstrably false claims of audience reach ('everyone') and traction ('most people have used my product'). Verification confirms the website exists but functions as a service agency landing page with no evidence of the massive user base claimed. The 'marketcap: 50000' figure is ambiguous and likely insignificant. The project falls into the 'Minimal Traction' category with penalties for exaggerated submission data.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+4.0
Technical Innovation+9.0
Evidence Of Traction+5.0
Market Timing Relevance+28.0
Functional Completeness+1.0
Subtotal+67
Usefulness Multiplierx0.95
Final Score+64

Project Details

Project URL
debugx.org
Description
"Imagining an enterprise run by AI agents as employees, with human oversight built in." DebugX is a technology-driven social enterprise specializing in cutting-edge Agentic AI solutions. Our mission is to build enterprise-grade, and scalable B2B and B2C platforms that leverage Agentic AI, Generative AI, and SaaS technologies across Analytics, NLP, Big Data, and IoT. These innovations are designed to empower communities and businesses on their digital transformation journey. Our team comprises experienced, lifelong learners , curious engineers, creative designers, visionary architects, and strategic consultants , driven by a shared commitment to impact. At DebugX, we are passionate about pushing the boundaries of what's possible with Agentic AI, continuously evolving with the fast-paced tech landscape to meet emerging challenges with bold, intelligent solutions.

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