Proof of Usefulness Report

Thunder Biotech

Analysis completed on 1/31/2026

+308
Proof of Usefulness Score
Certified Problem Solver

Thunder Biotech is a verifiable Series A biotechnology company (founded 2016, ~18 employees, ~$8M+ funding) developing MOTO-CAR immunotherapies for solid tumors. While the real-world utility and technical innovation are high, the submission quality is critically poor, containing demonstrably false claims ('most people have used my product', 'audience reach: everyone') and unprofessional formatting. The score reflects the company's legitimate clinical potential and funding traction, severely penalized by the lack of credible user evidence in the submission and the pre-revenue nature of the business.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+20.0
Technical Innovation+153.0
Evidence Of Traction+50.0
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+518
Usefulness Multiplierx0.59
Final Score+308

Project Details

Project URL
thunderbiotech.com
Description
Thunder Biotech is a cutting-edge biotechnology company dedicated to advancing healthcare through innovative research and development. Specializing in the discovery and commercialization of novel therapeutics, Thunder Biotech focuses on addressing unmet medical needs across various therapeutic areas. By leveraging state-of-the-art technology and a team of expert scientists, the company aims to deliver groundbreaking solutions that improve patient outcomes and enhance quality of life. With a commitment to excellence and a passion for innovation, Thunder Biotech is poised to make significant contributions to the field of biotechnology.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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