Round 1 Winners!
Proof of Usefulness Report

Truthos

Analysis completed on 3/22/2026

+11
Proof of Usefulness Score
You're In Business

The submission relies on heavily exaggerated and unverifiable claims (e.g., 'most people have used my product', target audience is 'everyone'), with no concrete proof of traction or technical implementation details. While the concept of using machine learning for team dynamics has some potential utility, the overall poor quality of the submission and lack of credible evidence lead to a significantly penalized score.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+5.0
Technical Innovation+10.0
Evidence Of Traction+0.0
Market Timing Relevance+15.0
Functional Completeness+5.0
Subtotal+9.25
Usefulness Multiplierx1.15
Final Score+11

Project Details

Project URL
Description
Truthos is a company that combines machine learning and social psychology into the Truthos AI™ Solution to help clients achieve increased productivity by providing an evidence-based process to identify the team dynamics that contribute or inhibit output, which we call SocialForce™.

Algorithm Insights

Market Position
Growing utility with room for optimization
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