Round 1 Winners!
Proof of Usefulness Report

Cognitive Explorations

Analysis completed on 3/22/2026

-28.5
Proof of Usefulness Score
Lab Mode

Project presents significant red flags, featuring unsubstantiated and unrealistic claims ('most people have used my product', 'all time marketcap 50000' for revenue). The submission resembles a generic consulting firm description paired with bot-like or spam submission fields (e.g., numerical email prefix). Penalized heavily for negative verifiable traction, contradictory information, and poor response quality.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact-20.0
Technical Innovation+10.0
Evidence Of Traction-40.0
Market Timing Relevance+20.0
Functional Completeness-20.0
Subtotal-30
Usefulness Multiplierx0.95
Final Score-28

Project Details

Description
We are fundamentally curious about human behavior and seek to understand it through empirical study. More explicitly, we perform data-driven original research and provide consulting/advisory services in the following domains: 1) Games User Research - implementation of traditional qualitative and quantitative methodologies as well as investigations into novel and emerging approaches; formation, training, and upskilling for User Research departments; experiment and research program design to advance understanding of player behavior in video game contexts 2) Game Design - designed gameplay in both entertainment and non-entertainment (didactic, therapeutic, simulation, research, training) contexts 3) Brain-Computer Interface (BCI) Research - non-invasive work focused on the design of adaptive experiences, environments, and products that respond to physiological measurements of internal state 4) Applied Psychology - translations of knowledge about human behavior into actionable insights for product and experience design 5) Data Science and Machine Learning - advanced statistical analysis and predictive modeling on all data relevant to questions of interest 6) General User Research - research on all manner of user experiences in creative technology Our work focuses on these domains independently and their intersections. Please contact mike@cognitiveexplorations.com if you're interested in speaking further.

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