Proof of Usefulness Report

Square Factory

Analysis completed on 1/30/2026

-35
Proof of Usefulness Score
Lab Mode

The submission for 'Square Factory' refers to a real but likely defunct Swiss AI infrastructure company (Square Factory SA, marked 'Out of Business' in market data). The submission itself contains severe red flags, including blatantly false traction claims ('most people have used my product') and unrealistic audience targeting ('everyone'). The project name 'LunarClaw' appears to be a gaming handle rather than a product. Due to the 'Out of Business' status and deceptive claims, the project receives a negative score.

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+10
Audience Reach Impact-50
Technical Innovation+20
Evidence Of Traction-100
Market Timing Relevance+10
Functional Completeness+10
Subtotal-14
Usefulness Multiplierx0.95
Final Score-13

Project Details

Project URL
Description
Square Factoryis in the AI Infrastructure Industry

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