Proof of Usefulness Report

Graematter, Inc.

Analysis completed on 1/22/2026

+54
Proof of Usefulness Score
You're In Business

Graematter, Inc. is a verifiable entity with a legitimate B2B value proposition in the medical device regulatory intelligence space (SOFIE system). However, the project submission itself is of exceptionally low quality, containing demonstrable falsehoods (claiming 'everyone' as the audience and 'most people' as traction) and unprofessional data (User 'ShadowWalker'). While the underlying business addresses a genuine problem with valid technology, the submission's red flags and lack of accurate traction data result in a score reflecting 'minimal verified traction' and high uncertainty.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+2.00
Technical Innovation+10.50
Evidence Of Traction+5.63
Market Timing Relevance+7.50
Functional Completeness+0.25
Subtotal+47.13
Usefulness Multiplierx1.15
Final Score+54

Project Details

Project URL
Description
Graematter, Inc. is a company that specializes in providing regulatory intelligence and compliance solutions for the life sciences industry. Through its platform, Graematter offers comprehensive data analytics and insights to help organizations navigate the complex regulatory landscape, ensuring that they meet all necessary compliance requirements. The company's services are designed to streamline the regulatory process, reduce risk, and enhance decision-making for pharmaceutical, biotechnology, and medical device companies. By leveraging advanced technology and a deep understanding of regulatory frameworks, Graematter, Inc. supports its clients in achieving efficient and effective compliance management.

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