Round 1 Winners!
Proof of Usefulness Report

CLC Advisors

Analysis completed on 3/19/2026

+152
Proof of Usefulness Score
Gaining Momentum

CLC Advisors is an established advisory firm focusing on frontier technologies and public-private partnerships. However, the submission lacks a scalable tech product, uses buzzword-heavy descriptions, and makes exaggerated claims regarding traction ('most people have used my product') and reach. The final score reflects typical consulting viability offset by poor technical innovation and unverified digital traction signals.

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Score Breakdown

Real World Utility+80
Audience Reach Impact+15
Technical Innovation+3.75
Evidence Of Traction+18.75
Market Timing Relevance+40
Functional Completeness+2.5
Subtotal+160
Usefulness Multiplierx0.95
Final Score+152

Project Details

Project URL
Description
CLC Advisors is a firm and network of trusted advisors and subject matter experts in frontier technologies (data, AI, machine learning, blockchain, mobility, and data) and entrepreneurship focusing on development and execution strategies to build and incubate values-based business ventures, innovations, and initiatives with forward exponential technologies to future societies and smART cities. We specialize in building active global entrepreneurship ecosystems, smart cities, social impact and sustainability. By leveraging public-private sector partnerships for maximum social impact and sustainability, she helps build great companies by defining strategies for building multidisciplinary ecosystems, accelerators, outreach, and innovation phases of ventures, alternative revenue generation and sustainability. We believe that leadership is crucial to the direction of companies and invest time in assisting with strengthening teams for strategic expansion, as an incubator for growing companies, creative business sectors, new ideas or concepts. We work with global businesses, government institutions and organizations in both the private, public, and social sectors. By pairing great talent where gender parity and diversity are critical factors for consideration and the access to capital needed to scale on a global and planetary level, we are dedicated to finding solutions for business models to expand into the growing arenas of impact investing, corporate social responsibility, sustainability, and venture capital. CLC Advisors is committed to focusing on large-scale problems and issues of not just the world’s problems, but the integral survival of the planet and humanity. Execution is key to dare mighty things.

Algorithm Insights

Market Position
Growing utility with room for optimization
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