Proof of Usefulness Report

GbS Global Biopharma Inc.

Analysis completed on 3/7/2026

+55
Proof of Usefulness Score
You're In Business

GbS Global Biopharma presents a scientifically promising AI-driven drug discovery platform (PhAROS) with a documented patent portfolio (8 issued, 14 global). However, the submission suffers significantly from critical inconsistencies between the high-level descriptive text and the specific data fields. While the description accurately describes a late preclinical biotech company, the traction field claims 'most people have used my product,' which is factually impossible for a pre-clinical entity. Additionally, the market cap figure ('500000') suggests a micro-cap status (likely GB Sciences, Inc., OTCQB: GBLX) with minimal financial liquidity compared to the claimed team size. The project scores well on technical potential and timing but is heavily penalized for lack of actual market presence and low-quality response data.

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Score Breakdown

Real World Utility+20.00
Audience Reach Impact+1.00
Technical Innovation+15.30
Evidence Of Traction+3.75
Market Timing Relevance+9.00
Functional Completeness+0.75
Subtotal+49.8
Usefulness Multiplierx1.10
Final Score+55

Project Details

Description
GbS Global Biopharma ("GbS"), the wholly-owned Canadian subsidiary of GB Sciences, Inc. (OTCQB:GBLX), is a data-driven drug discovery and development company that leverages machine learning and high-throughput biology to transform plant-inspired drug development targeting novel treatments for multi-billion dollar biopharma markets. GbS’ proprietary Generative-AI Powered Drug Discovery Platform (PhAROS™) predicts novel, simple, plant-based mixtures to address multi-billion-dollar markets. PhAROS™ leverages demonstrated healing from within 12 global Traditional Medical Systems (TMS); pre-validates novel, simple, plant-based mixtures to address multi-billion-dollar markets; and goes beyond looking at what has worked within plant-based medicines in the past to predicting the efficacies of entirely new formulations that have not existed anywhere. GbS’ new proprietary mixtures often include components from different plants growing on different continents in different TMS that may never have been used together before. GbS' novel AI-powered drug discovery platform has yielded 8 US & 14 global patents that are issued and protect 28 unique formulas for human health disorders. Additionally, GbS has 15 US and 41 global patents-pending that cover 25 unique formulas for human health disorders. GbS has 5 late preclinical programs with cell & animal data supporting novel treatments of Parkinson’s disease, chronic pain, stress & anxiety, cytokine syndromes, and heart failure. Our lead Parkinson’s disease therapeutic program is being prepared for a First-in-Man clinical trial. GbS' productive research and development network includes industry leading biopharmaceutical CMOs, service providers, universities, hospitals, and global clinical CROs.

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