Proof of Usefulness Report

SaH Analytics International

Analysis completed on 3/22/2026

-8.63

Proof of Usefulness Score

Lab Mode

The submission contains major red flags, including absurd claims ('most people have used my product') and contradictory metrics (a team of 350 with a 500k market cap). Combined with extremely poor response quality, the project earns heavy penalties. The final score is reduced below zero to reflect a severe lack of verifiable traction and untrustworthy data.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+5

Technical Innovation+10

Evidence Of Traction-50

Market Timing Relevance+25

Functional Completeness-10

Subtotal-7.5

Usefulness Multiplierx1.15

Final Score-9

Project Details

Project URL

sahanalytics.com

Description

Insertion de l'intelligence Artificielle et du Machine Learning dans vos corps de métier.

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