Proof of Usefulness Report

Moonlight N'Stuff

Analysis completed on 2/8/2026

+11
Proof of Usefulness Score
You're In Business

The submission for 'Moonlight N'Stuff' presents significant credibility issues. The project claims to be a marketing agency but uses crypto-centric terminology ('marketcap') for revenue metrics. The evidence of traction ('most people have used my product') is demonstrably false and hyperbolic. The target audience is undefined ('everyone'), and the technical description lacks any specific details beyond standard services. Compared to the calibration benchmark, this project lacks verifiable utility or traction.

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Score Breakdown

Real World Utility+5.00
Audience Reach Impact+1.00
Technical Innovation+0.75
Evidence Of Traction+0.63
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+11.63
Usefulness Multiplierx0.92
Final Score+11

Project Details

Description
We’re a marketing & advertising agency. Our featured services are: • Website Development • Digital Marketing • Graphic Design We offer many other services that you’d expect from a traditional agency, with the addition of modern solutions like application development. We're effectively a one-stop-shop for any of your marketing needs. The people working on Moonlight projects are some of the top talents in their respective fields so we can deliver you the highest quality of service.

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