Proof of Usefulness Report

MachineMax

Analysis completed on 1/24/2026

+575
Proof of Usefulness Score
Industry Mainstay

MachineMax is a verified, reputable industrial IoT company (incubated by Shell, acquired by Vesta Software Group in 2024) offering significant real-world utility in heavy equipment management. However, the submission itself is of extremely poor quality, containing factually incorrect claims ('audience reach: everyone', 'most people have used my product') and confused metrics ('marketcap: 2500000'). The score reflects the high intrinsic value and verified traction of the business, significantly penalized by the lack of credible evidence provided in the application.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+225.0
Audience Reach Impact+96.0
Technical Innovation+120.0
Evidence Of Traction+170.0
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+703.5
Usefulness Multiplierx0.82
Final Score+577

Project Details

Project URL
Description
MachineMax offers a comprehensive solution to help businesses manage their heavy equipment more efficiently. The solution combines IoT sensors, machine learning algorithms, and a cloud-based platform to provide real-time insights into machine utilisation, maintenance, and performance. With MachineMax, businesses can reduce downtime, optimise fuel consumption, and minimise the risk of breakdowns.

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