Proof of Usefulness Report

Alpha Inertia Capital LLC

Analysis completed on 3/22/2026

-18.11

Proof of Usefulness Score

Lab Mode

The project exhibits multiple red flags and lacks verifiable metrics. Claims such as 'most people have used my product' and audience reach of 'everyone' are highly unrealistic. The provided metric 'all time marketcap: 500000' is vague and improperly defined as monthly revenue. Due to the lack of credible evidence and poor response quality, the submission falls into the lowest calibration tier, resulting in a negative score.

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Score Breakdown

Real World Utility+2.50

Audience Reach Impact-5.00

Technical Innovation+0.75

Evidence Of Traction-12.50

Market Timing Relevance+0.50

Functional Completeness-2.00

Subtotal-15.75

Usefulness Multiplierx1.15

Final Score-18

Project Details

Project URL

aic.llc

Description

AIC utilizes machine learning for bottom-up fundamental and technical analyses to identify alpha.

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