Round 1 Winners!
Proof of Usefulness Report

Futureyou-Ai

Analysis completed on 3/12/2026

+55.13
Proof of Usefulness Score
You're In Business

The project identifies a valid problem in career counseling for Indian high school students. However, the submission lacks credible evidence of traction, featuring highly exaggerated claims ('most people have used my product') and vague financial metrics ('all time marketcap: 500000'). This places the project firmly in the minimal verifiable traction tier.

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Score Breakdown

Real World Utility+50.00
Audience Reach Impact+1.00
Technical Innovation+3.75
Evidence Of Traction+1.25
Market Timing Relevance+5.00
Functional Completeness+0.25
Subtotal+61.25
Usefulness Multiplierx0.9
Final Score+55

Project Details

Project URL
Description
š—§š—µš—² š—£š—æš—¼š—Æš—¹š—²š—ŗ: āš ļø In India, 89% of high school students have been plagued with an information overload regarding potential career paths, along with a lack of clarity and guidance accompanying the same. Consequently, many students first enrol in a university degree course purely out of cultural necessity, without taking into account their own interests or aptitudes, and only begin to consider their career prospects at a later stage. š—¢š˜‚š—æ š—¦š—¼š—¹š˜‚š˜š—¶š—¼š—»: šŸ’” 'FutureYou' employs an AI-powered recommendation system that helps mitigate the aforementioned issues by reversing the chronology of career and course selection, as it first provides clarity to high school students (classes 9-12) in terms of their career paths and then accordingly enables them to select courses based on the chosen career. This is put into practice by providing algorithmic recommendations with regard to the careers best suited to the student, the accompanying university courses best suited to those careers, and the corresponding university courses best suited to pursue those courses. Additionally, secondary features of 'Future-You' include the recommendation of preparatory online courses, the relevant scholarships for the recommended universities, and virtual campus tours of the universities. š—¢š˜‚š—æ š—œš—ŗš—½š—®š—°š˜: ā™»ļø • Social - Empowered Students; Reduced Career Misalignment; Improved Mental Health & Well-being • Environmental - Paperless approach; Remote accessibility; Digital-first (minimal physical infrastructure and energy consumption) • United Nations SDGs Addressed - SDG 4 (Quality Education); SDG 8 (Decent Work & Economic Growth); SDG 9 (Industry, Innovation and Infrastructure)

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