Proof of Usefulness Report

Sololearn

Analysis completed on 1/30/2026

+644
Proof of Usefulness Score
Category Standard

Sololearn is a highly established, market-leading mobile coding education platform with verifiable Series B funding and tens of millions of users. While the project itself has immense real-world utility and traction (far exceeding the calibration baseline), the submission quality was exceptionally poor (lazy, vague claims like 'everyone' and 'most people'), which necessitated significant penalties to the Quality Factors. The score reflects the high value of the entity, tempered by the lack of effort in the specific funding/evaluation request.

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Score Breakdown

Real World Utility+90.0
Audience Reach Impact+66.5
Technical Innovation+60.0
Evidence Of Traction+57.0
Market Timing Relevance+85.0
Functional Completeness+5.0
Subtotal+678
Usefulness Multiplierx0.95
Final Score+644

Project Details

Project URL
Description
Sololearn is an innovative online learning platform that focuses on teaching coding and programming skills. Through its website and mobile app, Sololearn offers a wide range of courses in various programming languages such as Python, JavaScript, Java, C++, and more. The platform is designed to be interactive and community-driven, allowing users to learn at their own pace while engaging with a global community of learners and developers. Sololearn provides a gamified learning experience with quizzes, challenges, and a supportive forum where users can share knowledge and collaborate on projects. It is an ideal resource for beginners looking to start their coding journey as well as for experienced programmers seeking to expand their skill set.

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