Proof of Usefulness Report

Fresh Wind Biotechnologies

Analysis completed on 2/10/2026

+268
Proof of Usefulness Score
Gaining Momentum

Fresh Wind Biotechnologies is a verified, venture-backed clinical-stage company (approx. $10M funding) developing legitimate TIL-based cancer immunotherapies with a credible scientific team. However, the submission itself is of very low quality, containing factually incorrect claims (e.g., 'most people have used my product', audience is 'everyone') and confusing data. While the underlying technology and business are promising and high-utility, the score is heavily penalized by the poor reliability of the submitted information.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+6.0
Technical Innovation+15.3
Evidence Of Traction+8.75
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal60.8 (Base) → Scaled to 273
Usefulness Multiplierx0.98
Final Score+268

Project Details

Project URL
freshwindbiotech.com
Description
Fresh Wind Biotechnologies is developing innovative and potent cellular immunotherapies to enhance cancer patient's every day experiences. Founded in 2020, our incredible team of scientists, clinicians, bioinformaticians and business development experts have worked tirelessly to bring our company to the forefront of the fight against cancer. We dedicate our resources to develop and to commercialize highly effective and safe personalized cancer treatment. We focus on integration of high-throughput platforms, state-of-art data science and engineering, and innovative cellular therapy technologies to advance precision oncology.

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