Proof of Usefulness Report

Grafton Sciences

Analysis completed on 3/20/2026

-8

Proof of Usefulness Score

Lab Mode

The submission contains severe contradictions and red flags. Despite claiming a $42.5M raise for pioneering physical general intelligence, the stated 'all time marketcap' is only 2,500,000. Additionally, the traction claims are highly suspicious and exaggerated ('most people have used my product', audience reach of 'everyone'), while technical details are effectively nonexistent ('Internet'). These unverifiable and contradictory inputs lead to a negative final score.

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Score Breakdown

Real World Utility+50

Audience Reach Impact+0

Technical Innovation+20

Evidence Of Traction-100

Market Timing Relevance+30

Functional Completeness-10

Subtotal-10

Usefulness Multiplierx0.8

Final Score-8

Project Details

Project URL

graftonsciences.com

Description

Grafton Sciences is pioneering physical general intelligence, autonomous systems that merge machine learning, robotics, and reasoning to accelerate scientific discovery. We have raised $42.5 million from visionary partners and are redefining how science itself is done: faster, more intelligent, and at a large scale.

Algorithm Insights

Market Position

Early stage requiring focused development

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