Proof of Usefulness Report

Semanteon Inc.

Analysis completed on 3/19/2026

-7.19

Proof of Usefulness Score

Lab Mode

Semanteon Inc. was dissolved in 2017. The submission contains blatantly contradictory and exaggerated claims, notably stating 'most people have used my product' for a defunct algorithmic B2B trading firm. Due to the lack of current operations, false traction signals, poor response quality, and zero market relevance in 2026, the project receives a negative score.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact-10

Technical Innovation+7.5

Evidence Of Traction-12.5

Market Timing Relevance-2.5

Functional Completeness-1.25

Subtotal-6.25

Usefulness Multiplierx1.15

Final Score-7

Project Details

Project URL

semanteon.com

Description

Semanteon Inc. was a data analytics company focused on developing algorithmic trading strategies using machine learning / AI. The company was dissolved in August, 2017 and operations were transitioned to Semanteon Capital Management, LP

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