Proof of Usefulness Report

StatMuse

Analysis completed on 1/30/2026

+303
Proof of Usefulness Score
Certified Problem Solver

The project 'StarClaw' is identified as StatMuse, a verifiable and well-established leader in conversational AI for sports with backing from Disney and Techstars (~$11M+ funding, estimated $2M-$13M revenue). While the entity itself demonstrates exceptional Real-World Utility, Innovation, and Market Relevance, the submission quality is critically low (vague claims like 'everyone' and 'most people', missing metrics, incorrect project name). The final score reflects the high verified value of the StatMuse platform, significantly penalized for the lack of direct evidence and professionalism in the application.

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Score Breakdown

Real World Utility+92.0
Audience Reach Impact+70.4
Technical Innovation+54.0
Evidence Of Traction+35.0
Market Timing Relevance+38.0
Functional Completeness+1.0
Subtotal+290.4
Usefulness Multiplierx1.04
Final Score+303

Project Details

Project URL
statmuse.com
Description
StatMuse, accessible via statmuse.com, is a technology company that specializes in providing interactive sports statistics and information. The company leverages artificial intelligence to offer a conversational platform where users can ask questions about sports data and receive detailed, accurate responses. StatMuse covers a wide range of sports, including basketball, football, baseball, and hockey, offering insights into player statistics, team performance, historical data, and more. The platform is designed to cater to sports enthusiasts, analysts, and professionals seeking quick and reliable sports information in an engaging and user-friendly manner.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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