Round 1 Winners!
Proof of Usefulness Report

The Attain Fund LLC

Analysis completed on 3/22/2026

-54
Proof of Usefulness Score
Lab Mode

The project raises multiple red flags, featuring nonsensical inputs ('everyone' for audience, 'ShadowWing' for name) and highly unrealistic traction claims ('most people have used my product' for an institutional B2B NPL fund). The lack of serious answers and verifiable data warrants a negative score.

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Score Breakdown

Real World Utility+25
Audience Reach Impact-20
Technical Innovation-7.5
Evidence Of Traction-37.5
Market Timing Relevance+5
Functional Completeness-10
Subtotal-45
Usefulness Multiplierx1.2
Final Score-54

Project Details

Project URL
Description
The ATTAIN Fund is the leading AI fund for US mortgage note investing. US banks and credit unions have approximately $248 billion in non-accrual and late mortgage loans that ATTAIN has access to. These mortgage notes offer seven (7) times the inventory of traditional REO (real estate owned) investments. ATTAIN’s fund exclusively invest in US-backed residential, multifamily and commercial non-performing mortgage loans (NPLs). Our system connects with over 11,970+ banks and our quantitative, algorithm-centric machine learning platform and proprietary methodology select the ideal notes for purchase along with multiple paths for optimum dispositioning. Unlike equity crowdfunding, REITs or eREITs, where investors become shareholders in a particular property, our investors invest in notes secured against residential and commercial properties. Debt is the safest type of property investment. It’s senior to the borrower’s equity and acts as a cushion that protects your investment. All ATTAIN’s notes are secured against the underlying property, which helps mitigate investment risks. Now through The ATTAIN Fund, institutional investors, pension plans, sovereign wealth funds, family offices, insurance companies, and other hedge funds can have access to a niche market of mortgage non-performing loans (NPLs) with the safeguards of a team, a system, and process in place that produce consistent returns year after year.

Algorithm Insights

Market Position
Early stage requiring focused development
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