Round 1 Winners!
Proof of Usefulness Report

Mango Analytics

Analysis completed on 3/12/2026

-89.25
Proof of Usefulness Score
Lab Mode

The submission exhibits significant red flags, contradicting itself by claiming to be a 'stealth tech startup' while simultaneously asserting that 'most people have used my product'. Additionally, the target audience is vaguely defined as 'everyone', and the reported revenue is given as an unexplained 'all time marketcap: 500000'. Technical innovation is absent, with 'Management Consulting' listed as the primary technology. Due to highly exaggerated claims, poor response quality, and a lack of verifiable traction, the project is severely penalized.

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Score Breakdown

Real World Utility-12.5
Audience Reach Impact-30
Technical Innovation-7.5
Evidence Of Traction-50
Market Timing Relevance+0
Functional Completeness-5
Subtotal-105
Usefulness Multiplierx0.85
Final Score-89

Project Details

Description
Mango Analytics is a Stealth Tech Startup working on innovative solutions for Pharmaceutical industry. The company also provides consulting, and staffing solution for all other industry including Pharmaceutical and Biotech. Consider us as your AI and IT partner. We specialize in AI driven solutions.

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