Proof of Usefulness Report

Forefront

Analysis completed on 1/22/2026

+454
Proof of Usefulness Score
Industry Mainstay

Forefront (verified as Forefront AI) is a legitimate, high-utility AI infrastructure platform with significant market traction (millions of users, verified history of GPT-4 access). However, the submission quality is critically low, containing typos ('Forefrontis'), irrelevant tags ('construction'), and hyperbolic claims ('most people have used my product'). The score reflects the strong underlying project reality (verified via the 'helloforefront.com' domain history) heavily penalized by the poor submission quality and lack of provided evidence.

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Score Breakdown

Real World Utility+106.25
Audience Reach Impact+80.00
Technical Innovation+52.50
Evidence Of Traction+106.25
Market Timing Relevance+95.00
Functional Completeness+5.00
Subtotal+445
Usefulness Multiplierx1.02
Final Score+454

Project Details

Description
Forefrontis in the AI Infrastructure 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