Proof of Usefulness Report

Vaisman Consulting LLC

Analysis completed on 3/20/2026

+30.52

Proof of Usefulness Score

You're In Business

The submission outlines a consulting business, lacking the scalable technology product elements typically required for high PoU scores. Claims regarding audience reach ('everyone') and evidence of traction ('most people have used my product') are highly exaggerated and unsupported by verifiable data. The monthly revenue metric provided ('all time marketcap: 2500000') is nonsensical for an LLC. Quality multipliers were reduced to 0.5 across several categories to reflect the vague and unreliable nature of the submitted data.

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Score Breakdown

Real World Utility+15.0

Audience Reach Impact+1.0

Technical Innovation+4.5

Evidence Of Traction+1.25

Market Timing Relevance+5.0

Functional Completeness+0.5

Subtotal+27.25

Usefulness Multiplierx1.12

Final Score+31

Project Details

Project URL

vaisman.dev

Description

I consult on data heavy projects involving spreadsheets, automation, machine learning, and visualization. COO that has been a data scientist, product manager, head of customer success and that has led deliverables on $30M TCV contracts to large enterprises.

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