Proof of Usefulness Report

Aptitude Global

Analysis completed on 3/11/2026

+279

Proof of Usefulness Score

Gaining Momentum

While the team size of 125 suggests a legitimate enterprise consultancy with high real-world utility in AI enablement, the submission suffers from highly exaggerated and unsubstantiated claims such as 'most people have used my product' and targeting 'everyone'. Technical details are entirely omitted, resulting in heavy penalties via the quality multipliers.

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Score Breakdown

Real World Utility+150.0

Audience Reach Impact+20.0

Technical Innovation+15.0

Evidence Of Traction+50.0

Market Timing Relevance+80.0

Functional Completeness+2.5

Subtotal+317.5

Usefulness Multiplierx0.88

Final Score+279

Project Details

Project URL

aptitudeglobal.com

Description

We are specialists in AI enablement, helping businesses power their data to drive real- world impact. We apply a 'Business First' approach to solving complex Data problems for our clients across Regulated industries - financial services, legal, pharma, and energy.

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