Proof of Usefulness Report

Fundreef Ltd.

Analysis completed on 2/19/2026

+142

Proof of Usefulness Score

Gaining Momentum

Fundreef is a legitimate early-stage fundraising tool built by a credible indie founder, but the submission is plagued by hyperbole and inaccuracy. The claim that 'most people have used my product' is false, and the 'marketcap' figure in the revenue field indicates a misunderstanding of financial metrics. While the tool has real-world utility for founders, it is a niche B2B product, not a mass-market solution as claimed.

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Score Breakdown

Real World Utility+65.0

Audience Reach Impact+7.5

Technical Innovation+40.0

Evidence Of Traction+10.0

Market Timing Relevance+60.0

Functional Completeness+5.0

Subtotal+187.5

Usefulness Multiplierx0.76

Final Score+142

Project Details

Project URL

fundreef.com

Description

Fundreef – The AI-powered database built by founders who have raised hundreds of millions. Designed for pre-seed, startup, and scale-up companies, it streamlines your fundraising journey. Save endless hours with instant access to 500,000+ investors—each carefully categorized to match you with the right VCs, angels, and PE firms tailored to your needs.

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