Round 1 Winners!
Proof of Usefulness Report

Graphei

Analysis completed on 3/19/2026

-52
Proof of Usefulness Score
Lab Mode

The submission contains multiple red flags and highly exaggerated, unverifiable claims (e.g., 'most people have used my product', audience reach is 'everyone'). Listing 'Management Consulting' as the primary technology, lacking specific custom tech details, and providing ambiguous financial metrics ('all time marketcap: 2500000') undermines the credibility of the project. Per calibration guidelines, lack of verifiable traction and presence of red flags results in a sub-zero score.

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Score Breakdown

Real World Utility-6.25
Audience Reach Impact-10.00
Technical Innovation-3.75
Evidence Of Traction-25.00
Market Timing Relevance+0.00
Functional Completeness-2.50
Subtotal-47.5
Usefulness Multiplierx1.1
Final Score-52

Project Details

Project URL
Description
We are a Graph Data Science Based Company with Enhanced Intelligence Integrations. We offer a wide range of services, from Technology Consulting to Project Management. We use Artificial Intelligence, Machine Learning, and Algorithmic Based Technologies in all our projects and workflows. Our goal is to understand interdependencies, derive meaning, analyze movement, and anticipate behavior.

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