Round 1 Winners!
Proof of Usefulness Report

Applied AI

Analysis completed on 3/18/2026

+36
Proof of Usefulness Score
You're In Business

The project submission for Applied AI presents a B2B ML consulting business, but severely undermines its credibility with hyperbolic and unsubstantiated claims such as 'most people have used my product' and 'everyone' as the target audience. Due to the lack of concrete data, empty fields for custom tech and active users, and poor overall response quality, the submission receives significant penalties across multiple criteria resulting in a very low score indicative of minimal verified traction.

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Score Breakdown

Real World Utility+15.00
Audience Reach Impact+1.00
Technical Innovation+3.00
Evidence Of Traction+3.75
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+31
Usefulness Multiplierx1.15
Final Score+36

Project Details

Project URL
Description
We build custom data-driven solutions using machine-learning for financial services, investment, and companies in other industries that aim for a competitive edge based on predictive analytics.

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