Proof of Usefulness Report

MUGCO

Analysis completed on 1/26/2026

-2
Proof of Usefulness Score
Lab Mode

The submission appears to be a low-effort or test entry with verifiable red flags. The claim 'most people have used my product' is demonstrably false given the lack of any digital footprint or search indexing for 'MUGCO' or 'mugco.io'. The project lacks specific details, metrics, or evidence of utility, and the response quality is minimal. Due to the presence of false claims and lack of verifiable existence, the score is penalized below zero as per the calibration guidelines.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction-6.25
Market Timing Relevance+1.0
Functional Completeness+0.25
Subtotal-1.75
Usefulness Multiplierx1.1
Final Score-2

Project Details

Project URL
Description
MugCo is supporting tech companies with consulting services, progressive software development, and expand engineering capacity on-demand. We deliver solutions to many companies with our experts and assist technology innovators in building thriving software products in different domains.

Algorithm Insights

Market Position
Early stage requiring focused development
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