Proof of Usefulness Report

Monarch

Analysis completed on 1/26/2026

+637
Proof of Usefulness Score
Category Standard

Monarch is a major verifiable nonprofit organization in North Carolina with over $116M in annual revenue and ~1,600 employees, serving 30,000+ individuals annually. While the project submission itself was of very low quality (incorrect team size, exaggerated claims like 'most people have used my product'), the entity's actual real-world utility, market timing, and traction are exceptionally high. The score is heavily buoyed by the organization's proven 65-year track record and scale, despite the lack of technical innovation or care in the submission.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+170
Technical Innovation+15
Evidence Of Traction+180
Market Timing Relevance+85
Functional Completeness+2.5
Subtotal+677.5
Usefulness Multiplierx0.94
Final Score+637

Project Details

Project URL
monarchnc.org
Description
Monarch is a nonprofit organization based in North Carolina, dedicated to providing support and services to individuals with intellectual and developmental disabilities, mental illness, and substance use disorders. Through a person-centered approach, Monarch offers a wide range of programs including residential services, outpatient therapy, and community-based support to help individuals achieve their personal goals and improve their quality of life. The organization is committed to fostering an inclusive environment and empowering individuals to lead fulfilling lives within their communities.

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