Proof of Usefulness Report

DESC

Analysis completed on 2/7/2026

+493
Proof of Usefulness Score
Industry Mainstay

DESC (Downtown Emergency Service Center) is a well-established, high-impact non-profit in Seattle serving homeless adults since 1979. The project has immense real-world utility and verified traction (40+ years, >$50M annual revenue scale). However, the submission quality is extremely poor (containing hallucinated claims like 'most people have used my product' and 'marketcap: 300M'), and the project lacks technical innovation as it is a service agency, not a technology product. The score reflects the organization's verified operational scale and impact, heavily penalized for the lack of software innovation and poor submission data.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+64.0
Technical Innovation+3.75
Evidence Of Traction+118.75
Market Timing Relevance+90.0
Functional Completeness+5.0
Subtotal+519
Usefulness Multiplierx0.95
Final Score+493

Project Details

Project URL
Description
DESC works to end the homelessness of vulnerable people, particularly those living with serious mental illnesses or substance use disorders. Through partnerships and an integrated array of comprehensive services, treatment and housing, we give people the opportunity to reach their highest potential. DESC is the largest multi-service agency serving homeless adults in the Pacific Northwest, reaching over 9,000 people annually with an array of state-licensed mental health and substance abuse treatment programs—including street outreach and engagement, crisis diversion and respite, case management, short-term and ongoing care, psychiatric assessment and treatment, supported employment, individual and group substance abuse counseling, 468 emergency shelter beds, and over 1,100 units of permanent supportive housing. DESC adheres to the Housing First philosophy, the belief that housing is a basic human right, not a reward for clinical success and once the chaos of homelessness is eliminated from a person's life, clinical and social stabilization occur faster and are more enduring. DESC's innovative programs have earned recognition regionally and nationally. Every day at DESC we see what innovative clinical care and supportive housing can do: people who have been homeless for years regain their health, their dignity and their humanity. They reconnect with parents, children, brothers, sisters. They make friends, rediscover interests, and find work or other meaningful activity. And when they recover their lives, the quality of life is improved for all of us. Our community becomes a better place in which to live and work.

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