Round 1 Winners!
Proof of Usefulness Report

TEBS

Analysis completed on 3/20/2026

-40.25
Proof of Usefulness Score
Lab Mode

The submission displays numerous red flags, including unsupported claims of universal audience reach ('everyone'), nonsensical metrics ('all time marketcap: 500000' provided as monthly revenue), and contradictory technical descriptions ('Construction' listed for an AI/ML supply chain product). Traction is completely unverifiable and appears exaggerated ('most people have used my product'), strongly justifying a negative score.

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Score Breakdown

Real World Utility25 (w:0.25)
Audience Reach Impact-10 (w:0.20)
Technical Innovation0 (w:0.15)
Evidence Of Traction-50 (w:0.25)
Market Timing Relevance5 (w:0.10)
Functional Completeness-5 (w:0.05)
Subtotal-35
Usefulness Multiplierx1.15
Final Score-40

Project Details

Project URL
Description
TEBS provides companies with solutions to model, plan, and optimize their distribution from end to end, optimize complex production value networks, optimize complex logistics operations, and plan and schedule large, geographically diverse workforces. We use artificial intelligence/machine learning products and services for supply chain automation. Our (current) primary industries are oil & gas retail operations such as gas station companies, LPG cylinder distribution, and lubricant distributors. TEBS Services ✔Prescriptive Data Analytics ✔Forecasting, What-if Scenario Planning ✔Collaborative Decision-Making, Disruption Handling ✔Production Scheduling How can we help you? Contact us today!

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