Proof of Usefulness Report

VigLogic

Analysis completed on 3/22/2026

+18.45

Proof of Usefulness Score

You're In Business

VigLogic operates as a boutique software development agency providing standard client services. While the core business model has practical real-world utility, the project's submission is heavily penalized due to highly exaggerated and unsubstantiated claims regarding traction and audience reach ('most people have used my product', 'everyone'). Lacking distinct technical innovation or verifiable proof of large-scale impact, the evaluation places this squarely in the minimal traction category.

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Score Breakdown

Real World Utility+12.50

Audience Reach Impact+1.00

Technical Innovation+1.50

Evidence Of Traction+1.25

Market Timing Relevance+4.00

Functional Completeness+0.25

Subtotal+20.5

Usefulness Multiplierx0.9

Final Score+18

Project Details

Project URL

viglogic.com

Description

VigLogic is a Boutique Software Agency. We develop iOS & Android Mobile Apps, Web, Cloud & Machine Learning.

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