Round 1 Winners!
Proof of Usefulness Report

Supafox

Analysis completed on 3/13/2026

+15.3
Proof of Usefulness Score
You're In Business

The project targets a timely niche (AI-assisted Next.js boilerplates) but suffers from vague and exaggerated claims regarding traction. With nonsensical revenue metrics ('all time marketcap: 500000') and missing active user data, the submission lacks credibility, resulting in a low score indicative of minimal verified traction.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+0.5
Technical Innovation+2.25
Evidence Of Traction+0.0
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+18
Usefulness Multiplierx0.85
Final Score+15

Project Details

Project URL
Description
We know AI has changed the way we code, so we are embracing it. Supafox is built for the new flow: paste, adapt, ship. Everything we create is designed with LLMs in mind, because copy paste coding is the norm now and we are here to keep your vibe projects consistent, secure, and future proof. From UI components to SaaS boilerplates, we aim to give indiehackers and vibe coders the building blocks to launch modern Next.js apps with style, speed, and confidence

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