Proof of Usefulness Report

Flynn Life Sciences Group Inc.

Analysis completed on 2/10/2026

+26
Proof of Usefulness Score
You're In Business

The project represents a legitimate, established staffing agency (Flynn Life Sciences Group) specializing in the pharma/biotech sector with verifiable revenue (~$6M/yr) and history (founded 2009). However, the submission itself is of critically low quality, containing major inaccuracies: the project name is listed as 'SwiftShade' (a mismatch), audience reach is claimed as 'everyone' (false for a niche B2B firm), and traction is described as 'most people have used my product' (hallucinated). While the underlying business has utility, the submission's lack of credibility and coherence heavily penalizes the Proof of Usefulness score.

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Score Breakdown

Real World Utility+7.5
Audience Reach Impact+2.0
Technical Innovation+0.75
Evidence Of Traction+8.125
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+23.625
Usefulness Multiplierx1.10
Final Score+26

Project Details

Project URL
flynnlsg.com
Description
We specialize in strengthening the core clinical development functions essential for advancing life science programs. Our consultants bring deep expertise across critical disciplines to ensure every operational area is positioned for success. Areas of specialization include: Clinical Operations Data Management Pharmacovigilance Biometrics and Biostatistics Regulatory Affairs Medical Strategy and Oversight Medical and Scientific Writing Quality Assurance Clinical Supply Chain

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