Proof of Usefulness Report

Day One

Analysis completed on 1/25/2026

+56
Proof of Usefulness Score
You're In Business

The project 'Day One' (dayonework.com) is a verified, legitimate UK-based recruitment platform connecting early-career talent with over 50 organizations (e.g., King's Trust, Platform Housing). However, the submission quality is critically poor, containing demonstrably false claims ('most people have used my product', 'audience reach: everyone') and nonsensical financial data ('marketcap: 50000'). While the underlying business has real-world utility and verified B2B traction, the score is severely penalized by the unprofessional and inaccurate data provided in the submission.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+4.0
Technical Innovation+9.0
Evidence Of Traction+8.75
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal+49
Usefulness Multiplierx1.15
Final Score+56

Project Details

Project URL
Description
At Day One, we're the global leaders in early careers. We help companies create opportunities, launch careers and build futures. By doing so, we’re the bridge between business needs, jobs, and talent, connecting businesses of all sizes with diverse, skilled candidates who are ready to make an impact from day one.

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