Proof of Usefulness Report

Teamworks

Analysis completed on 1/31/2026

+720
Proof of Usefulness Score
Category Standard

Teamworks is a verified market leader in the sports technology space, with massive adoption across the NCAA and professional leagues (NFL, MLB, etc.) and a valuation likely exceeding $1B. The project demonstrates exceptional Real-World Utility and Evidence of Traction. However, the specific submission quality is poor, containing hyperbolic claims ('everyone', 'most people have used my product') and unexplained tags ('robotics'), which negatively impacts the Response Quality and Technical Innovation scores. Despite the sloppy entry, the verifiable scale of the business places it firmly in the highest tier of evaluation.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+170.0
Technical Innovation+45.0
Evidence Of Traction+237.5
Market Timing Relevance+85.0
Functional Completeness+5.0
Subtotal+780
Usefulness Multiplierx0.92
Final Score+720

Project Details

Project URL
teamworks.com
Description
Teamworks is the leading athlete engagement platform, empowering more than 2,500 clients around the world to better connect and collaborate by simplifying their internal processes. Based in Durham, North Carolina, and founded in 2004, Teamworks continues to invest heavily in technology and expand the team to respond to the increasing customer demand. Organizations that depend on Teamworks to create a culture of communication and accountability include more than 2,000 NCAA Division I programs including every Autonomous Conference institution; professional teams in the NFL, MLB, NBA, NHL, MLS and EPL; collegiate and professional conferences; and national governing bodies. Visit www.teamworks.com for more information.

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