Round 1 Winners!
Proof of Usefulness Report

Blanche Media

Analysis completed on 3/20/2026

-15
Proof of Usefulness Score
Lab Mode

The submission exhibits significant red flags. Claims such as 'most people have used my product' and 'all time marketcap: 50000' are nonsensical or vastly exaggerated. Responses to critical fields like Audience Reach and Who Is It For are extremely vague ('everyone'). Due to the lack of verifiable traction, undefined technical execution, and poor overall response quality, the project receives a negative score in strict alignment with the calibration guidelines.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+7.5
Evidence Of Traction-50.0
Market Timing Relevance+10.0
Functional Completeness-10.0
Subtotal-12.5
Usefulness Multiplierx1.2
Final Score-15

Project Details

Project URL
Description
Blanche represents some of the worlds’ fastest-growing content creators. Our mission is to match them with the perfect brands using machine learning and AI.

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