Proof of Usefulness Report

Mirabolic Consulting

Analysis completed on 3/17/2026

+112

Proof of Usefulness Score

Gaining Momentum

The submission outlines an AI/ML consultancy (Mirabolic Consulting) positioned in a highly relevant and timely market. However, the claims presented (e.g., 'most people have used my product', audience reach 'everyone', and unusual revenue metrics like 'all time marketcap: 2500000') are exaggerated, vague, and unsubstantiated for a boutique agency with a claimed team of 30. Due to the lack of verifiable evidence and poor response quality, the project receives a low Proof of Usefulness score.

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Score Breakdown

Real World Utility+37.5

Audience Reach Impact+1.0

Technical Innovation+3.75

Evidence Of Traction+1.25

Market Timing Relevance+80.0

Functional Completeness+0.5

Subtotal+124

Usefulness Multiplierx0.9

Final Score+112

Project Details

Project URL

mirabolic.net

Description

We build Artificial Intelligence and Machine Learning (AI/ML) solutions and help guide AI strategy (interim and fractional CAIO roles). Our clients range from start-ups to Fortune 10 companies, with industries spanning Finance, Retail, Insurance, Government, Crypto, Comms, Location Services, Real Estate, App Development, Semiconductors, Biotech+Medicine, and IoT.

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