Proof of Usefulness Report

KnoxedAI

Analysis completed on 2/18/2026

+4
Proof of Usefulness Score
You're In Business

The submission for 'KnoxedAI' (or 'DeepFang') appears to be a low-effort entry characterized by generic corporate descriptions and demonstrably false claims regarding traction (e.g., 'most people have used my product'). While the website exists, it contains boilerplate content with no specific product details, technical documentation, or verifiable business metrics. The 'marketcap' revenue figure is incoherent for a standard consultancy, suggesting a potential misunderstanding of business metrics or a lack of serious intent.

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Score Breakdown

Real World Utility+2.50
Audience Reach Impact+0.10
Technical Innovation+0.08
Evidence Of Traction+0.00
Market Timing Relevance+1.00
Functional Completeness+0.25
Subtotal+3.93
Usefulness Multiplierx1.02
Final Score+4

Project Details

Project URL
knoxedai.com
Description
At KnoxedAI, we are a team of seasoned AI experts, data scientists, and industry specialists with a shared passion for innovation and excellence. With years of experience across diverse industries, we bring a wealth of knowledge and expertise to every client engagement, ensuring that our solutions are not only technically robust but also strategically aligned with our clients' business objectives.

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