Proof of Usefulness Report

Spiral Scout

Analysis completed on 1/30/2026

+378
Proof of Usefulness Score
Certified Problem Solver

Spiral Scout is a well-established software development agency (founded 2011) with a significant team size (51-200 employees) and notable clients (e.g., Zoom, eLearning Brothers), indicating high real-world utility and traction. However, the submission itself is of extremely low quality, featuring hyperbolic claims ('most people have used my product', 'everyone') and missing data fields. The score reflects the strong underlying business fundamentals verified externally, heavily penalized by the poor response quality and lack of specific evidence in the application.

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Score Breakdown

Real World Utility+140
Audience Reach Impact+40
Technical Innovation+37.5
Evidence Of Traction+140
Market Timing Relevance+60
Functional Completeness+2.5
Subtotal+420
Usefulness Multiplierx0.9
Final Score+378

Project Details

Project URL
spiralscout.com
Description
Spiral Scout is a software development company that specializes in providing custom web and mobile application solutions. With a focus on delivering high-quality, scalable, and efficient software, Spiral Scout offers a range of services including web development, mobile app development, UX/UI design, and quality assurance. The company is known for its collaborative approach, working closely with clients to understand their unique needs and deliver tailored solutions that drive business success. Spiral Scout serves a diverse clientele, from startups to established enterprises, helping them leverage technology to achieve their goals.

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