Proof of Usefulness Report

Spiraldot Health

Analysis completed on 3/16/2026

+59.4

Proof of Usefulness Score

You're In Business

The project operates in a high-utility medical domain (AI oncology) but provides heavily unsubstantiated, sarcastic claims—such as a target audience of 'everyone' and traction stating 'most people have used my product.' Combined with vague technical details ('Internet', 'Software Development') and missing revenue/user metrics, the submission receives the lowest possible quality multipliers for unverifiable evidence, placing it firmly in the minimal to no verifiable traction category.

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Score Breakdown

Real World Utility+37.5

Audience Reach Impact+1.0

Technical Innovation+7.5

Evidence Of Traction+0.0

Market Timing Relevance+20.0

Functional Completeness+0.0

Subtotal+66

Usefulness Multiplierx0.9

Final Score+59

Project Details

Project URL

spiraldothealth.com

Description

Spiraldot Health is working to add Artificial Intelligence, Machine Learning and Deep Learning to create AI Enabled Tumor boards and lay the groundwork for the inevitable AI Oncologist. Our first product DORA - Digital Oncology & Radiology Assistant is ready to go.

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