Proof of Usefulness Report

AIchemy

Analysis completed on 3/6/2026

+12
Proof of Usefulness Score
You're In Business

The project 'AIchemy' appears to be an early-stage or inactive biotech entity (profiled on Pitchbook with 2 employees) with a domain (aichemy.org) distinct from the more active aichemy.io and aichemy.ac.uk. The submission contains critical red flags, specifically the demonstrably false claim that 'most people have used my product' for a pre-clinical cancer drug startup. The stated 'marketcap' of 500,000 is ambiguous (likely $500k valuation) and indicates minimal value for a 2020 vintage company. The response quality is poor, lacking specific technical details or verifiable traction.

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Score Breakdown

Real World Utility+40
Audience Reach Impact+10
Technical Innovation+40
Evidence Of Traction+0
Market Timing Relevance+50
Functional Completeness+10
Subtotal+14.25
Usefulness Multiplierx0.85
Final Score+12

Project Details

Project URL
Description
We use precision AI and expert biology expertise to create the next generation of medicines

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