Proof of Usefulness Report

Ingenii

Analysis completed on 1/23/2026

+293
Proof of Usefulness Score
Gaining Momentum

Ingenii is a verifiable high-potential startup applying Quantum Machine Learning to life sciences, with ~$3.15M in funding and partnerships (e.g., Purdue, Duality Accelerator). However, the submission itself is of critically low quality, containing false hyperbolic claims ('everyone', 'most people have used my product') and missing key data. The score reflects the legitimate external potential and technical innovation found via verification, significantly penalized by the submission's lack of evidence and accuracy.

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Score Breakdown

Real World Utility+81.25
Audience Reach Impact+15.00
Technical Innovation+64.00
Evidence Of Traction+75.00
Market Timing Relevance+85.00
Functional Completeness+2.50
Subtotal+322.75
Usefulness Multiplierx0.91
Final Score+293

Project Details

Project URL
Description
Ingeniiis in the Business Intelligence Industry

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