Proof of Usefulness Report

LUT Builder

Analysis completed on 3/7/2026

+94
Proof of Usefulness Score
You're In Business

StarBlade (LUT Builder) is a functional AI tool for color grading with verified but minimal revenue (~$701/mo). While the core technology solves a genuine problem for a niche audience, the submission suffers from low credibility due to hyperbolic claims ('most people have used my product', 'marketcap: 500000') and vague audience definitions. The verified traction is significantly lower than the claims suggest, placing the project in the 'Minimal Traction' category despite its technical utility.

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Score Breakdown

Real World Utility+40.0
Audience Reach Impact+5.0
Technical Innovation+15.0
Evidence Of Traction+5.0
Market Timing Relevance+20.0
Functional Completeness+2.0
Subtotal+87
Usefulness Multiplierx1.08
Final Score+94

Project Details

Project URL
lutbuilder.ai
Description
LUTBuilder.ai leverages advanced machine learning algorithms specifically trained on professional color grading data. Our AI understands color theory, cinematic looks, and the technical requirements of various camera systems. Key technical features include: Real-time color analysis and matching Support for multiple color spaces and gamma curves Advanced color transformation algorithms Precise LUT generation with 65-point accuracy Multiple export formats (.cube, .3dl) for universal compatibility

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