Round 1 Winners!
Proof of Usefulness Report

Reshape Analytics

Analysis completed on 3/22/2026

-17.25
Proof of Usefulness Score
Lab Mode

The submission displays multiple red flags, including hyperbolic claims ('most people have used my product', 'everyone' audience reach), suspicious contact details ('WhisperKeeper', numeric email alias), and contradictory metrics (125 team size vs. an unexplained 50,000 'marketcap' for a 2018 business). While data analytics consulting provides genuine real-world utility, the complete lack of verifiable traction and spam-like response quality necessitate significant penalties, resulting in a negative overall score.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact-20.0
Technical Innovation+7.5
Evidence Of Traction-50.0
Market Timing Relevance+10.0
Functional Completeness-12.5
Subtotal-15
Usefulness Multiplierx1.15
Final Score-17

Project Details

Project URL
Description
Reshape Analytics is a consulting company committed to help companies plan and optimize their management, financial and operating activities. Key functional areas of Reshape Analytics: The development, implementation and maintenance of analytical solutions within descriptive, predictive and prescriptive analytics Data-driven decision management and operating consulting Implementation of machine learning tools into businesses Simulation modelling and optimization of complex systems

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