Proof of Usefulness Report

Caterpillar

Analysis completed on 1/17/2026

+554
Proof of Usefulness Score
Industry Mainstay

The submission identifies Caterpillar Inc., a global leader in construction and mining equipment with immense real-world utility and verified large-scale traction (112k+ employees, verified market presence). However, the submission quality is extremely poor, containing vague audience claims ('everyone'), missing financial data ('marketcap: null'), and lack of specific technical evidence. The score reflects the undeniable magnitude of the entity, significantly penalized for the low-effort and incomplete data provided in the PoU application.

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Score Breakdown

Real World Utility+200
Audience Reach Impact+100
Technical Innovation+60
Evidence Of Traction+150
Market Timing Relevance+90
Functional Completeness+2
Subtotal+602
Usefulness Multiplierx0.92
Final Score+554

Project Details

Project URL
caterpillar.com
Description
Caterpillar Inc. is a leading global manufacturer of construction and mining equipment, diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives. With a strong presence in various industries, Caterpillar is renowned for its innovative products and solutions that enhance productivity and sustainability. The company operates through its extensive dealer network, providing services and support to customers worldwide. Caterpillar is committed to driving positive change and building a better world through its focus on sustainable development and technological advancements.
Audience Reach
everyone
Target Users
everyone
Technologies
Construction, Climatetech, Energy Solutions
Traction Evidence
most people have used my product

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