Proof of Usefulness Report

Duo Tech Recruitment Ltd.

Analysis completed on 3/9/2026

+17

Proof of Usefulness Score

You're In Business

The submission describes a standard tech recruitment agency specializing in AI/ML but provides extremely vague, exaggerated, and unsupported claims regarding audience reach ('everyone') and traction ('most people have used my product'). As a service-based business launched in 2025 with no custom technology and poor response quality, it scores very low on the Proof of Usefulness scale.

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Score Breakdown

Real World Utility+7.50

Audience Reach Impact+1.00

Technical Innovation+0.38

Evidence Of Traction+1.25

Market Timing Relevance+7.00

Functional Completeness+0.25

Subtotal+17.38

Usefulness Multiplierx0.95

Final Score+17

Project Details

Project URL

duorecruitment.com

Description

Duo Recruitment is a trusted tech talent partner, specializing in AI, Data, and Machine Learning staffing solutions to help grow your technology team effectively.

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