Proof of Usefulness Report

Canonical

Analysis completed on 2/14/2026

+545
Proof of Usefulness Score
Industry Mainstay

The project 'Canonical' (Ubuntu) is a cornerstone of global IT infrastructure, possessing immense real-world utility and reach. While the entity itself is top-tier (likely deserving 700+), the specific submission provided is low-quality, featuring lazy data entry (e.g., 'most people have used my product', generic 'Computer Software' tags) and inconsistent revenue figures. The score reflects the undeniable value of the Canonical/Ubuntu ecosystem, heavily penalized by the lack of specific evidence and professional detail in the submission text.

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Score Breakdown

Real World Utility+168.00
Audience Reach Impact+129.60
Technical Innovation+63.00
Evidence Of Traction+96.00
Market Timing Relevance+40.00
Functional Completeness+1.25
Subtotal+497.85
Usefulness Multiplierx1.09
Final Score+545

Project Details

Project URL
Description
We deliver open source to the world faster, more securely and more cost effectively than any other company. We're also the publishers of Ubuntu, the world’s most popular enterprise Linux from cloud to edge, together with a passionate global community of 200,000+ contributors. Ubuntu means 'humanity to others'. We chose it because it embodies the generosity at the heart of open source, the new normal for platforms and innovation. Together with a community of 200,000, we publish an operating system that runs from the tiny connected devices up to the world's biggest mainframes, the platform that everybody uses on the public cloud, and the workstation experience of the world's most productive developers. Secure and reliable, elegant and intuitive, and open for innovation - this is the future of open source, which is why we're proud to be the developers of the fastest growing Linux in the world despite already being the most widely deployed. If you're interested in a career at Canonical, we are a remote-first company so please apply to any suitable role as skills are valued more than location, despite some having a preferred geographic preference. www.canonical.com

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