Proof of Usefulness Report

Dujud

Analysis completed on 2/6/2026

+516
Proof of Usefulness Score
Industry Mainstay

Dujud is a legitimate, high-growth deep-tech company verified as #1 in the Computer Hardware category on the 2023 Inc. 5000 list. Founded in 2019, the company has secured significant Department of Defense contracts and has approximately 125 employees, indicating exceptional traction and scale significantly beyond the calibration baseline. The submission itself was of poor quality (containing placeholder text like 'most people have used my product' and confusing revenue figures), which lowered the response quality score. However, the verifiable external evidence of proprietary 3D micro-fabrication technology, rapid organizational growth, and verified awards (Forbes Next 1000, Inc. 5000) drives a high Proof of Usefulness score.

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Score Breakdown

Real World Utility+135.0
Audience Reach Impact+70.0
Technical Innovation+107.0
Evidence Of Traction+178.0
Market Timing Relevance+45.0
Functional Completeness+3.0
Subtotal+538
Usefulness Multiplierx0.96
Final Score+516

Project Details

Project URL
dujud.com
Description
Founded in 2019, DUJUD focused on developing advanced technologies for manufacturing 3D micro and macro structures for various applications. After successfully demonstrating a series of cutting-edge innovations, DUJUD secured major contracts with federal agencies, including the Department of Defense (DoD). Since then, the company has experienced rapid growth through aggressive commercialization efforts, securing key patents, and pursuing market-driven applications of its technologies. As a result, in 2023, Inc. magazine recognized DUJUD as one of the fastest-growing companies in the U.S., ranking it #1 in the computer hardware category on the Inc. 5000 list. For continuous excellence and staggering success in technology development and commercialization at DUJUD, Forbes Next 1000 list has recognized Dr. Reza Abbaspour, DUJUD’s co-founder, for his remarkable contribution.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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