Proof of Usefulness Report

Toolkit3D

Analysis completed on 2/17/2026

+539
Proof of Usefulness Score
Industry Mainstay

Toolkit3D is a verifiable, revenue-generating B2B software company serving the additive manufacturing industry with legitimate partnerships (Carbon, CCM) and estimated annual revenue of ~$7M. However, the submission itself contained significant inaccuracies, including a user handle ('ShadowWing') as the project name, hyperbolic claims of audience reach ('everyone', 'most people'), and confusing financial metrics ('marketcap 2500000'). While the underlying technology (Scan-to-Fit Design Engine) and business traction are strong, the score is heavily penalized by the low quality and reliability of the submission data.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+5.0
Technical Innovation+12.75
Evidence Of Traction+10.0
Market Timing Relevance+8.0
Functional Completeness+1.0
Subtotal+59.25
Usefulness Multiplierx0.91
Final Score+539

Project Details

Project URL
toolkit3d.com
Description
The system is broken. We built a better one. Toolkit3D transforms the disjointed tools you already rely on into a seamless system that works as hard as you do. Integrate and automate your processes and create a faster, streamlined experience – that is built to scale as you do. From the first order to the thousandth, relax and do what you do best. Secure, compliant, and trusted by the leaders in additive manufacturing. The most accurate Scan-to-Fit Design Engine: Our award-winning Design Engine is rewriting the rules on custom-fit products. Whether it’s a medical device or retail gear – we make personalization fast, precise, and built to out perform tradition products. Toolkit Builder: A suite of digital product workflows that let you start building custom products from day one. Scan with the Toolkit Scan App and print from the OMS. You're ready to go.

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