Proof of Usefulness Report

Fairgen

Analysis completed on 1/21/2026

+480
Proof of Usefulness Score
Industry Mainstay

Fairgen is a verified, VC-backed startup (raised ~$10.5M from Maverick Ventures, Tal Ventures) providing generative AI synthetic data solutions for market research. While the project demonstrates significant real-world utility, technical innovation, and investor backing, the submission itself was of very low quality, containing vague descriptions ('Service Providers to Banks-Borrowers') and demonstrably false claims ('most people have used my product'). The score reflects the project's actual high potential and funding status, penalized significantly for the poor quality of evidence provided in the input.

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Score Breakdown

Real World Utility+65.0
Audience Reach Impact+40.0
Technical Innovation+80.0
Evidence Of Traction+48.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+318
Usefulness Multiplierx0.85
Final Score+480

Project Details

Project URL
Description
Fairgenis in the Service Providers to Banks-Borrowers Industry

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