Round 1 Winners!
Proof of Usefulness Report

FAR Biotech

Analysis completed on 3/20/2026

-11.5
Proof of Usefulness Score
Lab Mode

The submission exhibits severe red flags indicating a spurious or fabricated entry. While the description references a legitimate preclinical biotech firm (FAR Biotech), the user-provided metrics for traction ('most people have used my product'), reach ('everyone'), and revenue ('all time marketcap: 500000') are nonsensical and demonstrably false for a preclinical company. These contradictory inputs trigger heavy penalties in traction, reach, and response quality, resulting in a negative score in alignment with the calibration guidelines for submissions with no verifiable traction and significant red flags.

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Score Breakdown

Real World Utility+5
Audience Reach Impact-10
Technical Innovation+6
Evidence Of Traction-12.5
Market Timing Relevance+4
Functional Completeness-2.5
Subtotal-10
Usefulness Multiplierx1.15
Final Score-11

Project Details

Project URL
Description
FAR Biotech is a preclinical, computational drug discovery company that focuses on hard-to-drug targets with high scientific and commercial value. Founded by Dr Martin Martinov after 25 years in academia and industry -- and named after the Bulgarian word “far” that translates into “lighthouse” or “beacon” -- FAR seeks to shine a light on drug discovery in areas of high unmet clinical need. FAR's proprietary technology can more rapidly identify novel, structurally diverse, optimized, lead molecules that other approaches would not look for, let alone find. The key differentiator is FAR's complete and rigorous quantum mechanical representation of drug-target interactions -- which embeds the advantages of quantum similarity and multi-property optimization for hit and lead identification -- augmented by AI / machine learning & big data. FAR's quantum biomodelling platform has been validated preclinically across a number of therapeutic areas, including neurodegeneration, oncology and infectious diseases.

Algorithm Insights

Market Position
Early stage requiring focused development
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