Round 1 Winners!
Proof of Usefulness Report

Calm Growth

Analysis completed on 3/9/2026

+79.9
Proof of Usefulness Score
You're In Business

Calm Growth addresses a relevant and timely market need (AI upskilling/reskilling), but the submission contains severe red flags regarding its traction and reach. Claims such as 'everyone' for audience reach, 'most people have used my product' for traction, and a confused 'marketcap' metric for a lab/agency suggest highly exaggerated or fabricated data. Lacking verifiable active users and technical innovation, it scores strictly within the minimal/unverified traction tier.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+0.0
Technical Innovation+7.5
Evidence Of Traction-25.0
Market Timing Relevance+50.0
Functional Completeness+2.5
Subtotal+85
Usefulness Multiplierx0.94
Final Score+80

Project Details

Project URL
Description
Calm Growth is an innovation lab that builds evidence-based, human-centered educational products designed for today’s rapidly changing world. We specialize in creating non-credit learning programs that support upskilling and reskilling—crucial in the age of AI. As the world embraces artificial intelligence, many are caught between excitement and uncertainty. At Calm Growth, we see AI for what it is: a powerful tool. The real question is—how do we, as humans, use it meaningfully? Our answer lies in education. We design accessible, scalable programs that highlight the uniqueness of human thinking while teaching how to harness AI effectively. These ready-to-deploy courses integrate seamlessly into existing LMS platforms across universities, think tanks, training institutions, and corporations. Specialties: Educational Product Development, Non-Credit Program Design, Learning Innovation, Systems Thinking, Market Validation, Storytelling, Learning-First Leadership Models, Go-to-market strategies

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