Round 1 Winners!
Proof of Usefulness Report

Doczen Ltd.

Analysis completed on 3/9/2026

+9.34
Proof of Usefulness Score
You're In Business

The project targets a valid B2B commodity supply chain problem, but the submission exhibits highly suspicious or spam-like data. Claims of reaching 'everyone', using 'Internet' as the core technology, having 'most people' use the product, and stating 'all time marketcap: 500000' as monthly revenue severely undermine credibility. This results in low criteria scores and a 0.5 quality penalty across the board.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+0.625
Market Timing Relevance+2.0
Functional Completeness+0.25
Subtotal+10.375
Usefulness Multiplierx0.9
Final Score+9

Project Details

Project URL
Description
Built by industry experts, Doczen is on a mission to enhance the way physical commodity players across the entire supply chain handle, action and present critical data flowing across their operating systems and applications. From infrastructure operators to physical traders, Doczen optimises processes and workflows, so teams can prioritise and focus on the high-value tasks. Embedding into existing processes and systems, our solution unlocks data bottlenecks by applying AI, digitisation and automation technologies to workflows across the entire organisation. Backed by leading VC funds and strategic investors from the commodities and tech industries.

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