Round 1 Winners!
Proof of Usefulness Report

DeCervo

Analysis completed on 3/17/2026

+40.08
Proof of Usefulness Score
You're In Business

DeCervo features a legitimate, innovative technical premise involving VR and neuroscience for professional sports and military applications. However, the submission suffers from highly exaggerated or nonsensical inputs (claiming 'everyone' as the audience, 'most people have used my product', and conflating market cap with monthly revenue), resulting in significant penalties for response quality and verifiable traction.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+2.5
Technical Innovation+10.5
Evidence Of Traction+2.5
Market Timing Relevance+6.0
Functional Completeness+0.25
Subtotal+41.75
Usefulness Multiplierx0.96
Final Score+40

Project Details

Project URL
Description
deCervo's goal is to measure and improve cognitive performance (https://decervo.com/). It's industry-defining product, uHIT (https://uhit.decervo.com/), is used by thousands of professional, collegiate and youth baseball players around the world. Specializing in pitch recognition, cognitive training and immersive virtual reality, uHIT is available for baseball and softball hitter to improve their hitting. New products built from the uHIT foundation will address cognitive training of referees in the NBA, umpires in professional baseball, and linesmen in the NHL. deCervo is proud to work with the United States Army as well. In its first year of work for the Army Research Organization, deCervo is investigating sophisticated models to better link real-world performance with neuroscience experiments collected in controlled settings. With advanced analytics, machine learning and basic neuroscience principles, deCervo is changing the way the US Army views and trains performance in its personnel.

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