Round 1 Winners!
Proof of Usefulness Report

Jackie Day Product Management Consultant

Analysis completed on 3/21/2026

-27
Proof of Usefulness Score
Lab Mode

The submission contains several red flags, including unsubstantiated and exaggerated claims ('most people have used my product', 'all time marketcap: 500000'), a vague target audience ('everyone'), and a mismatch between the project description (a personal consulting profile) and the submitted metrics. There is no verifiable traction or evidence of a functional tech product, warranting a negative score.

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Score Breakdown

Real World Utility-6.25
Audience Reach Impact-10.0
Technical Innovation+0.0
Evidence Of Traction-12.5
Market Timing Relevance+0.0
Functional Completeness-1.25
Subtotal-30
Usefulness Multiplierx0.9
Final Score-27

Project Details

Project URL
Description
A Product Management veteran balancing motherhood with a passion for data-driven innovation. Drawing from a decade of product management experiences, including leading cloud-native software initiatives at a major tech company. Currently expanding expertise in Data Science, including machine learning. Looking to contribute a unique blend of product management experience and data science capabilities to meaningful projects that allow for flexible collaboration. Great work can happen in non-traditional arrangements when combining the right skills, tools, and mindset.

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