Proof of Usefulness Report

Udemy

Analysis completed on 2/1/2026

+718
Proof of Usefulness Score
Category Standard

Udemy is a massive, publicly traded EdTech giant with ~$787M in annual revenue and 77M+ learners, clearly placing it in the top tier of utility and scale. However, the submission quality was poor, relying on hyperbolic claims ('everyone', 'most people') rather than detailed metrics. While the 'Real-World Utility' and 'Traction' are undeniably high based on external verification, the score is tempered by the company's current market challenges (stock down ~44% YoY) and the lack of effort in the submission data.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+160.0
Technical Innovation+90.0
Evidence Of Traction+200.0
Market Timing Relevance+60.0
Functional Completeness+5.0
Subtotal+740
Usefulness Multiplierx0.97
Final Score+718

Project Details

Project URL
udemy.com
Description
Udemy is an online learning and teaching platform that offers a wide variety of courses across numerous fields and disciplines. Founded in 2010, Udemy provides a marketplace where instructors can create and share their courses with a global audience. The platform caters to both individual learners and organizations, offering courses in areas such as business, technology, design, personal development, and more. With a mission to improve lives through learning, Udemy enables students to learn at their own pace and on their own schedule, while instructors can reach a diverse audience and monetize their expertise.

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