Proof of Usefulness Report

Abroad Cube

Analysis completed on 2/3/2026

+239
Proof of Usefulness Score
Gaining Momentum

Abroad Cube is a legitimate, registered 'EdTech' marketplace founded in 2022 (McCarthy AI Private Limited) with verifiable partnerships (ICICI, HDFC Credila, ETS). Search results confirm ~50 reviews on Trustpilot and active Reddit discussions regarding discounted exam vouchers, indicating genuine but early-stage traction. However, the submission is heavily penalized for hyperbolic claims ('most people have used my product', 'everyone') and lack of specific metrics. While the aggregator model is useful and market timing is strong, the 'AI/ML' claims lack technical evidence, and the user input quality was critically low.

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Score Breakdown

Real World Utility+70.0
Audience Reach Impact+10.0
Technical Innovation+15.0
Evidence Of Traction+32.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+228.0
Usefulness Multiplierx1.05
Final Score+239

Project Details

Project URL
https://abroadcube.com/
Description
Abroad Cube is a leading marketplace for Study Abroad Counselling, Education Loans, and Pre-Departure and Post-Departure Services. With the help of the latest technologies, such as Artificial Intelligence and Machine Learning, our product is more Self-Serve and gives unbiased comparisons of multiple brands. Our focus on making the process more frictionless, unbiased, and automated to ease the journey. We have partnered with over 60 international companies, including Banks, to onboard all Study Abroad-related services at a single platform. Some reputable companies are ICICI Bank, IDFC First Bank, Axis Bank, Union Bank, Auxilo Finserv, HDFC Credila, Expatrio, Zolve, Flywire, EbixCash, etc. Recently, we have partnered with ETS TOEFL, ETS GRE, and Pearson PTE for Exam Booking and Exam Preparation services.

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