Proof of Usefulness Report

LeopardByte

Analysis completed on 2/21/2026

+48
Proof of Usefulness Score
You're In Business

The project 'LeopardByte' (also referenced as 'GoldenKeeper') presents significant red flags regarding credibility and verifiability. The claim that 'most people have used my product' is demonstrably false for a small IT support firm. Financial metrics are confused (mixing market cap with revenue), and the launch date is set in the future (2025) while claiming a decade of experience. The submission lacks specific technical details or verifiable traction, resulting in a score reflecting minimal to non-existent proof of usefulness.

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+3.75
Audience Reach Impact+0.00
Technical Innovation+0.75
Evidence Of Traction+0.00
Market Timing Relevance+1.00
Functional Completeness+0.25
Subtotal+57.5
Usefulness Multiplierx0.83
Final Score+48

Project Details

Description
At LeopardByte, we specialize in providing top-notch IT support for home users with IoT devices and small businesses. With a decade of skilled technical support. We offer personalised solutions to keep your technology running smoothly

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