Proof of Usefulness Report

Learn International

Analysis completed on 2/8/2026

+38
Proof of Usefulness Score
You're In Business

The submission describes 'Learn International', a legitimate study abroad provider in Ireland founded in 2013, but the input data is riddled with errors and hallucinations. The project name is incorrectly listed as 'LunarForge' (a video game/crypto term), and the traction claim 'most people have used my product' is objectively false. While the underlying business is a functional service agency operating in 21 countries, the lack of technical innovation (it is a service business, not a tech product) and the extremely poor quality of the submission (contradictory fields, unrealistic claims) result in a very low score. The revenue figure of '17000000 marketcap' likely refers to lifetime revenue or a misunderstanding of financial terms.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+2.0
Technical Innovation+0.38
Evidence Of Traction+6.25
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+32.63
Usefulness Multiplierx1.15
Final Score+38

Project Details

Description
Learn International wholeheartedly embraces the idea that we become better people when we can see our own world through someone else’s lens. That’s the driving force that propels us forward in our work. Our mission is to create custom, dynamic study abroad programmes that integrate with your university curriculum, and support your students’ individual goals. Participants on Learn International supported programmes embark on an adventure, an educational odyssey. They delve into faculty-led group programs, summer schools, semesters, internships and research, as well as service learning programmes. They return home with a whole new way to look at their world, and a whole new way to approach and solve their academic, professional and personal challenges. Check out our website to hear directly from participants as they share their thoughts and feelings about their study abroad experience. Learn International provides a range of scholarships and collaborates with a variety of scholarship funds to make sure education abroad remains attainable for as many learners as possible. Our programmes span 21 countries across five continents from the Americas to Europe, Asia, Australia and the wider South Pacific, as well as South America…but that’s the tip of the iceberg. You can meet us in person at one of the many International Education conferences we attend each year. Or reach out right away via the telephone or email address listed below. We can’t wait to partner with you on new programmes designed to meet the unique needs of your college or university. Cheers! Chris Lawlor & Cara Simon Founders info@learninternational.ie www.learninternational.ie +353 (0)45 939 773

Algorithm Insights

Market Position
Growing utility with room for optimization
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