Proof of Usefulness Report

WelsfordAI Corp.

Analysis completed on 2/15/2026

+14

Proof of Usefulness Score

You're In Business

The submission for 'CrimsonStorm' by WelsfordAI Corp presents a significant disconnect between the claimed regulatory compliance product and the company's actual web presence, which focuses on AI-driven supplements. The project scores extremely low due to verifiably false traction claims ('most people have used my product'), vague audience definitions ('everyone' for a B2B tool), and a confusing revenue metric. The submission lacks credibility and demonstrable proof of use.

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Score Breakdown

Real World Utility+30.0

Audience Reach Impact+5.0

Technical Innovation+15.0

Evidence Of Traction+0.0

Market Timing Relevance+30.0

Functional Completeness+5.0

Subtotal+14

Usefulness Multiplierx1.02

Final Score+14

Project Details

Project URL

welsfordai.com

Description

WelsfordAI is an AI-powered platform that automates regulatory, quality, and clinical affairs processes for healthtech, medtech, biotech, and pharma companies, reducing compliance costs and accelerating innovation by leveraging the deep industry expertise of our founding team.

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