Proof of Usefulness Report

Leif

Analysis completed on 1/24/2026

+585
Proof of Usefulness Score
Industry Mainstay

Leif is a verified, venture-backed tuition finance platform (Series A/B) that has processed over $300M in financing, significantly outperforming the 'lazy' submission claims. While the submitter provided demonstrably false descriptions (e.g., 'most people have used my product', 'marketcap: null'), external verification confirms a robust B2B2C fintech entity with high real-world utility and traction. The score is heavily penalized for the poor quality of the submission but buoyed by the actual verifiable scale of the business associated with the domain.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+42.0
Technical Innovation+80.0
Evidence Of Traction+54.0
Market Timing Relevance+65.0
Functional Completeness+5.0
Subtotal+650.0
Usefulness Multiplierx0.90
Final Score+585

Project Details

Project URL
Description
Leif is a social enterprise founded in 2017. We believe everyone deserves access to a quality education and a clear path to fulfilling career outcomes.\n\nThat’s why we’ve developed a suite of products, built around our core beliefs of partnership, flexibility, transparency, and compassion, to meet the needs of a wide range of programs, universities, and students. Come join us on our mission!

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