Proof of Usefulness Report

Usage AI

Analysis completed on 2/1/2026

+12

Proof of Usefulness Score

You're In Business

The submission appears to be incoherent or erroneous. While 'Usage AI' is a known cloud cost optimization entity, the description provided is a job advertisement for a different entity ('MIXmingo'). Furthermore, the traction claim that 'most people have used my product' is objectively false and unsubstantiated. The contradictory data points (valid business type vs. unrelated description vs. exaggerated traction) result in a critical penalty for quality and trust.

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Score Breakdown

Real World Utility+2.50

Audience Reach Impact+1.00

Technical Innovation+1.50

Evidence Of Traction+0.00

Market Timing Relevance+2.50

Functional Completeness+0.25

Subtotal+7.75

Usefulness Multiplierx1.12

Final Score+9

Project Details

Project URL

usage.ai

Description

MIXmingo is seeking an experienced Marketing Professional who can lead the global domination of this new start-up. Ideally you will be experienced at setting up and running online marketing campaigns targeting a specific market. Understand conversion rates, and be able to identify solutions if conversions prove to be low. Understand and lead customer retention strategies and programs. Since you will initially be joining an army of 1, the ability “To Do” is paramount. This position offers - No Fixed Salary - but it does offer ***Generous Equity*** for the right person.

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