Proof of Usefulness Report

QuickShift.io

Analysis completed on 3/20/2026

-4.68

Proof of Usefulness Score

Lab Mode

The submission contains significant red flags and unsupported, exaggerated claims, such as 'most people have used my product' and 'everyone' for audience reach. It lacks verifiable technical details, realistic revenue metrics ('500000 marketcap' is vague and incorrect for monthly revenue), and concrete evidence of traction, resulting in a negative calibration score.

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Score Breakdown

Real World Utility+1.25

Audience Reach Impact+0.00

Technical Innovation+0.75

Evidence Of Traction-6.25

Market Timing Relevance+0.00

Functional Completeness+0.00

Subtotal-4.25

Usefulness Multiplierx1.1

Final Score-5

Project Details

Project URL

quickshift.io

Description

We help you transition your ideas into reality using a toolbox of interdisciplinary experience covering project management, science and research, software engineering, full stack web development, machine learning, electronics, mechanical design, manufacturing, and design

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