Proof of Usefulness Report

Qualytics

Analysis completed on 2/17/2026

Proof of Usefulness Score

You're In Business

The submission appears to be illegitimate or low-effort, misrepresenting an existing company (Qualytics) with a mismatched URL (Quantum Fiber, an ISP) and demonstrably false traction claims (e.g., 'most people have used my product', 'marketcap 1000000001'). While the described concept (data quality) has utility, the submission lacks credibility and verification.

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Score Breakdown

Real World Utility+40

Real World Utility Quality+0.5

Audience Reach Impact+0

Audience Reach Impact Quality+0.5

Technical Innovation+20

Technical Innovation Quality+0.5

Evidence Of Traction+0

Evidence Of Traction Quality+0.5

Market Timing Relevance+20

Market Timing Relevance Quality+0.5

Functional Completeness+0

Response Quality Quality+0.5

Subtotal+7.5

Usefulness Multiplierx1.05

Final Score+8

Project Details

Project URL

quantumfiber.com

Description

Qualytics seamlessly connects to your databases, warehouses, and source systems, proactively improving data quality through anomaly detection, signaling and workflow.

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