Round 1 Winners!
Proof of Usefulness Report

Desir Research Group

Analysis completed on 3/21/2026

+9.24
Proof of Usefulness Score
You're In Business

The submission contains highly dubious claims, including an audience reach of 'everyone' and traction asserting 'most people have used my product'. Combined with a generic gmail.com contact address, no custom technology, and a confusing revenue claim ('all time marketcap: 500000'), the project presents significant red flags. Despite a well-written description of its market research and portfolio tools, the lack of realistic, verifiable data results in a negligible Proof of Usefulness score.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+0.0
Market Timing Relevance+2.5
Functional Completeness+0.5
Subtotal+10.5
Usefulness Multiplierx0.88
Final Score+9

Project Details

Description
Desir Research Group (DRG) delivers high-impact market insights, cutting-edge portfolio optimization tools, and data-driven perspectives that help investors navigate today’s rapidly evolving financial landscape. As artificial intelligence, macroeconomic uncertainty, and geopolitical developments continue to reshape global markets, DRG equips professionals, investors, and aspiring analysts with the clarity and context needed to make forward-looking investment decisions. Our research emphasizes awareness of emerging trends that capture investor interest, such as AI adoption, healthcare innovation, and energy transition. We combine this with data-driven storytelling to ensure our insights resonate both analytically and strategically. Through our proprietary portfolio optimizers, users can visualize risk-return trade-offs, explore efficient allocations, and align strategies with long-term themes shaping capital flows. What We Offer: Investor-Focused Research: Covering equity trends, M&A activity, macro shifts, and themes gaining investor traction. Smart Portfolio Tools: Supporting portfolio construction tailored to dynamic market conditions. Real-World Learning: Structuring our teams like investment firms to build hands-on experience in research, modeling, and investment communication. AI-Powered Thinking: Applying machine learning and predictive analytics to uncover drivers of market behavior. Startup Support Services: Assisting early-stage ventures with financial valuation, investor-ready pitch decks, cap table design for future round success, and overall fundraising strategy. These offerings draw from our direct experience in venture capital due diligence and award winning business presentations. Whether you are allocating capital, raising it, or preparing for a career in finance, DRG brings a unique blend of technical rigor and market storytelling to help you stand out in today’s investment environment. Email: desirresearchgroup@gmail.com

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