Proof of Usefulness Report

Supercontrast

Analysis completed on 3/19/2026

+81.81

Proof of Usefulness Score

You're In Business

The submission addresses a highly relevant market need in AI observability but provides extremely vague and unsubstantiated claims regarding audience reach, traction, and technical implementation. Red flags include claiming 'everyone' as the target audience, stating 'most people have used my product' without evidence, and citing an arbitrary market cap while listing zero active users. The score reflects minimal verifiable traction and poor response quality, offset only by the timeliness of the problem space.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+37.5

Audience Reach Impact+2.0

Technical Innovation+3.75

Evidence Of Traction+2.5

Market Timing Relevance+50.0

Functional Completeness+0.5

Subtotal+96.25

Usefulness Multiplierx0.85

Final Score+82

Project Details

Project URL

supercontrast.com

Description

Machine Learning is famously hard to understand. With supercontrast you can finally see how your models are affecting the customer experience.

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