Proof of Usefulness Report

Moonlight Labs

Analysis completed on 1/26/2026

+4
Proof of Usefulness Score
You're In Business

The submission contains highly exaggerated and unverifiable claims (e.g., 'most people have used my product') without providing any evidence. The website 'moonlight-labs.com' is not indexed or appears inactive. The response lacks specific details regarding technology, revenue, or active users, resulting in a near-zero score indicative of a low-quality or spam submission.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+1.0
Functional Completeness+0.0
Subtotal+4.25
Usefulness Multiplierx0.94
Final Score+4

Project Details

Description
We work with startups to turn business visions into full-operating platforms.

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